Update characters documentation, taxonomy, measured progress and validation

README.md

@@ -40,12 +40,21 @@ configs:
     - data/train-g0-00014.tar
     - data/train-g0-00015.tar
     - data/train-g0-00016.tar
+    - data/train-g0-00017.tar
     - data/train-g0-00018.tar
+    - data/train-g0-00019.tar
+    - data/train-g0-00020.tar
+    - data/train-g0-00021.tar
+    - data/train-g0-00022.tar
     - data/train-g0-00023.tar
     - data/train-g0-00024.tar
+    - data/train-g0-00025.tar
     - data/train-g0-00026.tar
     - data/train-g0-00027.tar
+    - data/train-g0-00028.tar
     - data/train-g0-00029.tar
+    - data/train-g0-00030.tar
+    - data/train-g0-00031.tar
     - data/train-g1-00000.tar
     - data/train-g1-00001.tar
     - data/train-g1-00002.tar
@@ -63,9 +72,20 @@ configs:
     - data/train-g1-00014.tar
     - data/train-g1-00015.tar
     - data/train-g1-00016.tar
+    - data/train-g1-00017.tar
     - data/train-g1-00019.tar
+    - data/train-g1-00020.tar
+    - data/train-g1-00021.tar
+    - data/train-g1-00022.tar
+    - data/train-g1-00023.tar
+    - data/train-g1-00024.tar
     - data/train-g1-00025.tar
+    - data/train-g1-00026.tar
+    - data/train-g1-00027.tar
+    - data/train-g1-00028.tar
     - data/train-g1-00029.tar
+    - data/train-g1-00030.tar
+    - data/train-g1-00031.tar
     - data/train-g2-00000.tar
     - data/train-g2-00001.tar
     - data/train-g2-00003.tar
@@ -83,13 +103,19 @@ configs:
     - data/train-g2-00015.tar
     - data/train-g2-00016.tar
     - data/train-g2-00017.tar
+    - data/train-g2-00018.tar
     - data/train-g2-00019.tar
+    - data/train-g2-00020.tar
     - data/train-g2-00021.tar
     - data/train-g2-00022.tar
+    - data/train-g2-00023.tar
+    - data/train-g2-00024.tar
+    - data/train-g2-00025.tar
     - data/train-g2-00026.tar
     - data/train-g2-00027.tar
     - data/train-g2-00028.tar
     - data/train-g2-00029.tar
+    - data/train-g2-00030.tar
     - data/train-g2-00031.tar
     - data/train-g2-00032.tar
     - data/train-g3-00000.tar
@@ -108,11 +134,19 @@ configs:
     - data/train-g3-00014.tar
     - data/train-g3-00015.tar
     - data/train-g3-00016.tar
+    - data/train-g3-00017.tar
     - data/train-g3-00018.tar
+    - data/train-g3-00019.tar
+    - data/train-g3-00020.tar
     - data/train-g3-00021.tar
     - data/train-g3-00022.tar
     - data/train-g3-00023.tar
+    - data/train-g3-00024.tar
+    - data/train-g3-00025.tar
     - data/train-g3-00026.tar
+    - data/train-g3-00027.tar
+    - data/train-g3-00028.tar
+    - data/train-g3-00029.tar
     - data/train-g3-00030.tar
     - data/train-g3-00031.tar
     - data/train-g4-00000.tar
@@ -133,11 +167,20 @@ configs:
     - data/train-g4-00015.tar
     - data/train-g4-00016.tar
     - data/train-g4-00017.tar
+    - data/train-g4-00018.tar
     - data/train-g4-00019.tar
+    - data/train-g4-00020.tar
     - data/train-g4-00021.tar
     - data/train-g4-00022.tar
+    - data/train-g4-00023.tar
+    - data/train-g4-00024.tar
     - data/train-g4-00025.tar
     - data/train-g4-00026.tar
+    - data/train-g4-00027.tar
+    - data/train-g4-00028.tar
+    - data/train-g4-00029.tar
+    - data/train-g4-00030.tar
+    - data/train-g4-00031.tar
     - data/train-g5-00000.tar
     - data/train-g5-00001.tar
     - data/train-g5-00002.tar
@@ -155,12 +198,18 @@ configs:
     - data/train-g5-00015.tar
     - data/train-g5-00016.tar
     - data/train-g5-00017.tar
+    - data/train-g5-00018.tar
+    - data/train-g5-00019.tar
     - data/train-g5-00020.tar
     - data/train-g5-00021.tar
     - data/train-g5-00022.tar
+    - data/train-g5-00023.tar
+    - data/train-g5-00024.tar
+    - data/train-g5-00025.tar
     - data/train-g5-00026.tar
     - data/train-g5-00027.tar
     - data/train-g5-00028.tar
+    - data/train-g5-00029.tar
     - data/train-g5-00030.tar
     - data/train-g6-00000.tar
     - data/train-g6-00001.tar
@@ -181,9 +230,19 @@ configs:
     - data/train-g6-00016.tar
     - data/train-g6-00017.tar
     - data/train-g6-00018.tar
+    - data/train-g6-00019.tar
     - data/train-g6-00020.tar
     - data/train-g6-00021.tar
+    - data/train-g6-00022.tar
+    - data/train-g6-00023.tar
+    - data/train-g6-00024.tar
+    - data/train-g6-00025.tar
     - data/train-g6-00026.tar
+    - data/train-g6-00027.tar
+    - data/train-g6-00028.tar
+    - data/train-g6-00029.tar
+    - data/train-g6-00030.tar
+    - data/train-g6-00031.tar
     - data/train-g7-00000.tar
     - data/train-g7-00001.tar
     - data/train-g7-00002.tar
@@ -202,194 +261,17 @@ configs:
     - data/train-g7-00015.tar
     - data/train-g7-00016.tar
     - data/train-g7-00017.tar
+    - data/train-g7-00018.tar
+    - data/train-g7-00019.tar
+    - data/train-g7-00020.tar
+    - data/train-g7-00021.tar
     - data/train-g7-00022.tar
     - data/train-g7-00023.tar
-- config_name: base
-  data_files:
-  - split: train
-    path:
-    - data/pilot-person-0002.tar
-    - data/pilot-person-0120.tar
-    - data/pilot-person-0253.tar
-    - data/train-g0-00000.tar
-    - data/train-g0-00001.tar
-    - data/train-g0-00002.tar
-    - data/train-g0-00003.tar
-    - data/train-g0-00004.tar
-    - data/train-g0-00005.tar
-    - data/train-g0-00006.tar
-    - data/train-g0-00007.tar
-    - data/train-g0-00009.tar
-    - data/train-g0-00011.tar
-    - data/train-g0-00012.tar
-    - data/train-g0-00013.tar
-    - data/train-g0-00014.tar
-    - data/train-g0-00015.tar
-    - data/train-g0-00016.tar
-    - data/train-g0-00018.tar
-    - data/train-g0-00023.tar
-    - data/train-g0-00024.tar
-    - data/train-g0-00026.tar
-    - data/train-g0-00027.tar
-    - data/train-g0-00029.tar
-    - data/train-g1-00000.tar
-    - data/train-g1-00001.tar
-    - data/train-g1-00002.tar
-    - data/train-g1-00003.tar
-    - data/train-g1-00004.tar
-    - data/train-g1-00005.tar
-    - data/train-g1-00006.tar
-    - data/train-g1-00007.tar
-    - data/train-g1-00008.tar
-    - data/train-g1-00009.tar
-    - data/train-g1-00010.tar
-    - data/train-g1-00011.tar
-    - data/train-g1-00012.tar
-    - data/train-g1-00013.tar
-    - data/train-g1-00014.tar
-    - data/train-g1-00015.tar
-    - data/train-g1-00016.tar
-    - data/train-g1-00019.tar
-    - data/train-g1-00025.tar
-    - data/train-g1-00029.tar
-    - data/train-g2-00000.tar
-    - data/train-g2-00001.tar
-    - data/train-g2-00003.tar
-    - data/train-g2-00004.tar
-    - data/train-g2-00005.tar
-    - data/train-g2-00006.tar
-    - data/train-g2-00007.tar
-    - data/train-g2-00008.tar
-    - data/train-g2-00009.tar
-    - data/train-g2-00010.tar
-    - data/train-g2-00011.tar
-    - data/train-g2-00012.tar
-    - data/train-g2-00013.tar
-    - data/train-g2-00014.tar
-    - data/train-g2-00015.tar
-    - data/train-g2-00016.tar
-    - data/train-g2-00017.tar
-    - data/train-g2-00019.tar
-    - data/train-g2-00021.tar
-    - data/train-g2-00022.tar
-    - data/train-g2-00026.tar
-    - data/train-g2-00027.tar
-    - data/train-g2-00028.tar
-    - data/train-g2-00029.tar
-    - data/train-g2-00031.tar
-    - data/train-g2-00032.tar
-    - data/train-g3-00000.tar
-    - data/train-g3-00001.tar
-    - data/train-g3-00002.tar
-    - data/train-g3-00003.tar
-    - data/train-g3-00004.tar
-    - data/train-g3-00006.tar
-    - data/train-g3-00007.tar
-    - data/train-g3-00008.tar
-    - data/train-g3-00009.tar
-    - data/train-g3-00010.tar
-    - data/train-g3-00011.tar
-    - data/train-g3-00012.tar
-    - data/train-g3-00013.tar
-    - data/train-g3-00014.tar
-    - data/train-g3-00015.tar
-    - data/train-g3-00016.tar
-    - data/train-g3-00018.tar
-    - data/train-g3-00021.tar
-    - data/train-g3-00022.tar
-    - data/train-g3-00023.tar
-    - data/train-g3-00026.tar
-    - data/train-g3-00030.tar
-    - data/train-g3-00031.tar
-    - data/train-g4-00000.tar
-    - data/train-g4-00001.tar
-    - data/train-g4-00002.tar
-    - data/train-g4-00003.tar
-    - data/train-g4-00004.tar
-    - data/train-g4-00005.tar
-    - data/train-g4-00006.tar
-    - data/train-g4-00007.tar
-    - data/train-g4-00008.tar
-    - data/train-g4-00009.tar
-    - data/train-g4-00010.tar
-    - data/train-g4-00011.tar
-    - data/train-g4-00012.tar
-    - data/train-g4-00013.tar
-    - data/train-g4-00014.tar
-    - data/train-g4-00015.tar
-    - data/train-g4-00016.tar
-    - data/train-g4-00017.tar
-    - data/train-g4-00019.tar
-    - data/train-g4-00021.tar
-    - data/train-g4-00022.tar
-    - data/train-g4-00025.tar
-    - data/train-g4-00026.tar
-    - data/train-g5-00000.tar
-    - data/train-g5-00001.tar
-    - data/train-g5-00002.tar
-    - data/train-g5-00003.tar
-    - data/train-g5-00004.tar
-    - data/train-g5-00006.tar
-    - data/train-g5-00007.tar
-    - data/train-g5-00008.tar
-    - data/train-g5-00009.tar
-    - data/train-g5-00010.tar
-    - data/train-g5-00011.tar
-    - data/train-g5-00012.tar
-    - data/train-g5-00013.tar
-    - data/train-g5-00014.tar
-    - data/train-g5-00015.tar
-    - data/train-g5-00016.tar
-    - data/train-g5-00017.tar
-    - data/train-g5-00020.tar
-    - data/train-g5-00021.tar
-    - data/train-g5-00022.tar
-    - data/train-g5-00026.tar
-    - data/train-g5-00027.tar
-    - data/train-g5-00028.tar
-    - data/train-g5-00030.tar
-    - data/train-g6-00000.tar
-    - data/train-g6-00001.tar
-    - data/train-g6-00002.tar
-    - data/train-g6-00003.tar
-    - data/train-g6-00004.tar
-    - data/train-g6-00005.tar
-    - data/train-g6-00006.tar
-    - data/train-g6-00007.tar
-    - data/train-g6-00008.tar
-    - data/train-g6-00009.tar
-    - data/train-g6-00010.tar
-    - data/train-g6-00011.tar
-    - data/train-g6-00012.tar
-    - data/train-g6-00013.tar
-    - data/train-g6-00014.tar
-    - data/train-g6-00015.tar
-    - data/train-g6-00016.tar
-    - data/train-g6-00017.tar
-    - data/train-g6-00018.tar
-    - data/train-g6-00020.tar
-    - data/train-g6-00021.tar
-    - data/train-g6-00026.tar
-    - data/train-g7-00000.tar
-    - data/train-g7-00001.tar
-    - data/train-g7-00002.tar
-    - data/train-g7-00003.tar
-    - data/train-g7-00004.tar
-    - data/train-g7-00005.tar
-    - data/train-g7-00006.tar
-    - data/train-g7-00007.tar
-    - data/train-g7-00008.tar
-    - data/train-g7-00009.tar
-    - data/train-g7-00010.tar
-    - data/train-g7-00011.tar
-    - data/train-g7-00012.tar
-    - data/train-g7-00013.tar
-    - data/train-g7-00014.tar
-    - data/train-g7-00015.tar
-    - data/train-g7-00016.tar
-    - data/train-g7-00017.tar
-    - data/train-g7-00022.tar
-    - data/train-g7-00023.tar
+    - data/train-g7-00024.tar
+    - data/train-g7-00025.tar
+    - data/train-g7-00026.tar
+    - data/train-g7-00027.tar
+    - data/train-g7-00028.tar
 - config_name: jobs
   data_files:
   - split: train
@@ -671,27 +553,10 @@ dataset_info:
     dtype: string
   - name: __url__
     dtype: string
-- config_name: base
-  features: *id001
 - config_name: jobs
   features: *id001
 ---
 
-# Complete character collection and professional outfit plan
-
-**Planned total: 840 identities, 12,140 images.** The expression/special collection contains 7,500 planned images. A further **464 adult humans × 10 professional outfits = 4,640 sprites** reuse those identities and their neutral references; they do not add new personality IDs. See [all 100 jobs and the exact outfit allocation](JOB_OUTFITS.md). Job sprites uploaded so far: **16/4,640**. The `jobs` streaming configuration becomes available when its first TAR is uploaded.
-
-The [teen/child detector recheck](SAFETY_RECHECK.md) reports actual image checksums, both LAION classifier scores, operational thresholds and any replacements. Intended ages, professions and demographic attributes describe prompting, not inferred real-world classifications.
-
-# Vivarium warm-painted greenscreen people and special characters
-
-**Combined uploaded snapshot: 1,810/7,500 images.** The collection comprises an original 500-person series, an extension of 240 adult people with the same ten emotions, and 100 fantasy / science-fiction specials with one neutral portrait each. All images are 832×1,248, in the selected Ghibli-inspired warm-painted style, with solid greenscreen backgrounds. The original collection has 1,810/5,000 images uploaded; the extension has 0/2,500.
-
-See the detailed [extension allocation and 25-class special taxonomy](EXTENSIONS.md), including all 100 variants, exact prompt plans, CSVs, inference examples and measured progress. The base model is [FLUX.2-klein-base-9B](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B); the [rank-64 character LoRA](https://huggingface.co/laion/FLUX.2-klein-base-9B-vivarium-loras) is linked with examples and inference instructions. Native generation uses **50 steps, real CFG 4 and BF16**.
-
-Named streaming configurations separate the original `base`, additional `humans_extra`, and `specials` families as their TARs become available. `default` reads all currently uploaded families. Demographic labels are intended prompt attributes; special creatures are not assigned human ethnicities. Use identity IDs for train/evaluation splitting.
-
-
 # Complete character collection and professional outfit plan
 
 **Planned total: 840 identities, 12,140 images.** The expression/special collection contains 7,500 planned images. A further **464 adult humans × 10 professional outfits = 4,640 sprites** reuse those identities and their neutral references; they do not add new personality IDs. See [all 100 jobs and the exact outfit allocation](JOB_OUTFITS.md). Job sprites uploaded so far: **16/4,640**. The `jobs` streaming configuration becomes available when its first TAR is uploaded.
@@ -699,11 +564,11 @@ Named streaming configurations separate the original `base`, additional `humans_
 The [teen/child detector recheck](SAFETY_RECHECK.md) reports actual image checksums, both LAION classifier scores, operational thresholds and any replacements. Intended ages, professions and demographic attributes describe prompting, not inferred real-world classifications.
 
 
-# Original 500-person collection
+# Vivarium warm-painted greenscreen characters
 
 **500 fictional people ×10 natural facial expressions =5,000 portrait images**, each832×1,248 pixels. The selected aesthetic is the **ghibli-warm-painted** direction: restrained facial proportions, delicate drawn lines, warm painted shading and a solid chroma-green backdrop. Generation uses the **undistilled9B base**, the **rank64 character LoRA**, **50 steps**, real **CFG4**, and **BF16**, with no quantization or distilled checkpoint.
 
-**Production snapshot: 500/500 complete people; 3510/5,000 images uploaded.** Pilot and production validation are recorded in the linked metadata. Counts describe the snapshot; incremental shard commits can be newer.
+**Production snapshot: 500/500 complete people; 4860/5,000 images uploaded.** Pilot and production validation are recorded in the linked metadata. Counts describe the snapshot; incremental shard commits can be newer.
 
 The [base model](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9B) and [character LoRA with examples and instructions](https://huggingface.co/laion/FLUX.2-klein-base-9B-vivarium-loras) are linked separately. The compatible [background dataset](https://huggingface.co/datasets/laion/Anim-E-Ghibli-Backgrounds-FLUX-9B) contains wide warm-painted environments for these foreground characters.
 
@@ -806,7 +671,7 @@ image, metadata, prompt = sample["png"], sample["json"], sample["txt"]
 print(metadata["personality_id"], metadata["emotion"], image.size)
 ```
 
-The `base` configuration selects only `data/*.tar`; the default also includes available extension TAR families. JSON indexes are excluded from training examples. An alternate standard-library TAR/HTTP reader avoids extracting image files:
+The card config selects only `data/*.tar` so index files are not mistaken for training examples. An alternate standard-library TAR/HTTP reader avoids extracting image files:
 
 ```bash
 python tools/read_webdataset.py pilot-person-0253.tar \

SAFETY_RECHECK.md

@@ -1,6 +1,6 @@
 # Teen and child classifier recheck
 
-Requested dataset scope: **276 identities × 10 expressions = 2,760 images**, covering babies, preschoolers, both school-age groups and both teen groups, including 18-year-olds in the older-teen category. **Six previously published child/teen model-gallery examples** are checked separately; their scores and any replacement commit are in the gallery reports. The published snapshot has checked **2,760 current dataset images**; **2,730 pass the operational criteria** and **30 require further processing**. This is an ongoing snapshot unless the linked completion report explicitly says complete.
+Requested dataset scope: **276 identities × 10 expressions = 2,760 images**, covering babies, preschoolers, both school-age groups and both teen groups, including 18-year-olds in the older-teen category. **Six previously published child/teen model-gallery examples** are checked separately; their scores and any replacement commit are in the gallery reports. The published snapshot has checked **2,760 current dataset images**; **2,760 pass the operational criteria** and **0 require further processing**. This is an ongoing snapshot unless the linked completion report explicitly says complete.
 
 The exact [policy](metadata/minor-safety/policy.json), [detector provenance](metadata/minor-safety/detector-provenance.json), [per-image scores](metadata/minor-safety/scores.jsonl) and [current validation](metadata/minor-safety/current-validation.json) are checksum-specific. They identify the actual PNG bytes, not only filenames. Already-public TAR contents are matched to their remote SHA256 and byte size before scoring the identical local images.
 

metadata/inference-records.jsonl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:762b103bb323e55b93a5aca49803470a61807dbca85a1c54e23ed73e3ca8280f
-size 18529284
+oid sha256:31ac30fa82d3a311d1e74548540d6569e5a75e9a81575df661f8c43281113295
+size 18583470

metadata/minor-safety/completion.json

@@ -0,0 +1,18 @@
+{
+  "status": "complete",
+  "utc": "2026-10-06T23:49:13.976501+00:00",
+  "expected_images": 2760,
+  "current_images_checked": 2760,
+  "current_images_passed": 2760,
+  "current_images_flagged": 0,
+  "expected_profiles": 276,
+  "policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
+  "expected_public_model_examples": 6,
+  "public_model_examples_complete": true,
+  "checks": [
+    "Both LAION classifiers",
+    "Original and foreground views",
+    "Exact PNG SHA256",
+    "Uploaded TAR SHA256/size identity"
+  ]
+}

metadata/minor-safety/current-validation.json

@@ -1,10 +1,10 @@
 {
-  "status": "checking",
-  "utc": "2026-10-06T23:46:08.576265+00:00",
+  "status": "complete",
+  "utc": "2026-10-06T23:49:13.976501+00:00",
   "expected_images": 2760,
   "current_images_checked": 2760,
-  "current_images_passed": 2730,
-  "current_images_flagged": 30,
+  "current_images_passed": 2760,
+  "current_images_flagged": 0,
   "expected_profiles": 276,
   "policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
   "expected_public_model_examples": 6,

metadata/minor-safety/flagged.json

@@ -1,1232 +1 @@
-[
-  {
-    "id": "person-0230-neutral",
-    "personality_id": "person-0230",
-    "age_group": "older_teen",
-    "emotion": "neutral",
-    "image_sha256": "64f7e8e472f4c77d02f2d09f3fdeed76917529216284aba05820a98d7c48c980",
-    "policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
-    "decision": "elevated",
-    "max_score": 0.38398054242134094,
-    "views": {
-      "original": {
-        "clip_nsfw": 0.0005374284228309989,
-        "efficientnet_nsfw": 0.17469234764575958,
-        "efficientnet_classes": {
-          "drawing": 0.8012436628341675,
-          "hentai": 0.12261941283941269,
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metadata/minor-safety/progress.json

@@ -1,10 +1,10 @@
 {
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@@ -15,10 +15,9 @@
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 }

metadata/minor-safety/public-stream-filter.json

@@ -1,8 +1,8 @@
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@@ -96,11 +96,36 @@
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@@ -111,6 +136,11 @@
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@@ -121,11 +151,26 @@
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@@ -211,21 +256,76 @@
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metadata/minor-safety/replacement-audit.json

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+    "all10_candidates_passed": true,
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+    "retained_image_ids": []
+  },
+  {
+    "status": "prepared",
+    "personality_id": "person-0259",
+    "utc": "2026-10-06T23:49:08.640321+00:00",
+    "shard": "train-g0-00010.tar",
+    "bytes": 22026240,
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+    "all10_candidates_passed": true,
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+      "person-0259-joyful",
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+      "person-0259-sad",
+      "person-0259-annoyed",
+      "person-0259-pain",
+      "person-0259-disgust"
+    ],
+    "retained_image_ids": []
   }
 ]

metadata/performance.json

@@ -1,11 +1,11 @@
 {
   "hardware": "8 × NVIDIA A100-SXM4-80GB",
   "batch_size_per_gpu": 1,
-  "steady_samples": 4766,
-  "mean_seconds": 39.40365980506564,
-  "median_seconds": 39.90139552811161,
-  "neutral_mean_seconds": 31.68599170157568,
-  "reference_edit_mean_seconds": 40.25598382208666,
+  "steady_samples": 4726,
+  "mean_seconds": 39.404512504240735,
+  "median_seconds": 39.90122409281321,
+  "neutral_mean_seconds": 31.685628565184853,
+  "reference_edit_mean_seconds": 40.2569268490143,
   "timings_include": "50 denoising steps with real CFG4, reference VAE encode when applicable, VAE decode; CUDA synchronized",
   "timings_exclude": "Positive prompt preencoding, model loading, compile warmup, PNG/TAR writes and upload",
   "pilot_excluded": "Pilot GPU7 was shared with background production and used CPU offload; it is not a dedicated-GPU benchmark"

metadata/person-plan.json

@@ -3014,92 +3014,96 @@
     "build": "a natural age-appropriate build",
     "outfit_id": "outfit-01",
     "outfit_style": "baby_everyday",
-    "outfit": "a fully covering cream cotton romper with long sleeves and soft booties",
-    "seed": 132573540,
+    "outfit": "an opaque fully covering outfit consisting of a fully covering cream cotton romper with long sleeves and soft booties, with a closed high neckline, opaque long sleeves, loose full-length leg coverage and closed shoes",
+    "seed": 3649526436,
     "default_emotion": "neutral",
-    "description": "one fictional 18-month-old baby girl, African-American heritage, medium brown skin, soft sparse chestnut baby hair, a natural age-appropriate build, wearing a fully covering cream cotton romper with long sleeves and soft booties, fully clothed and age-appropriate. natural infant proportions, a softly rounded face and gentle proportionate eyes",
+    "description": "one fictional 18-month-old baby girl, African-American heritage, medium brown skin, soft sparse chestnut baby hair, a natural age-appropriate build, wearing an opaque fully covering outfit consisting of a fully covering cream cotton romper with long sleeves and soft booties, with a closed high neckline, opaque long sleeves, loose full-length leg coverage and closed shoes, fully clothed and age-appropriate. natural infant proportions, a softly rounded face and gentle proportionate eyes",
+    "safety_regeneration_attempt": 23,
+    "safety_regeneration_policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
     "expressions": [
       {
         "id": "person-0030-neutral",
         "emotion": "neutral",
-        "prompt": "vvar_char, one fictional character, one fictional 18-month-old baby girl, African-American heritage, medium brown skin, soft sparse chestnut baby hair, a natural age-appropriate build, wearing a fully covering cream cotton romper with long sleeves and soft booties, fully clothed and age-appropriate. natural infant proportions, a softly rounded face and gentle proportionate eyes. A relaxed neutral expression with a slight friendly smile, facing the viewer. Sitting upright in a safe natural infant posture, entire clothed body inside the frame with a margin around the silhouette. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Perfectly uniform solid bright chroma green background, no scenery, no props, no shadow or gradient. Clothing contains no green or teal. No text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, exaggerated expression, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, a gentle storybook character: one fictional 18-month-old baby girl, African-American heritage, medium brown skin, soft sparse chestnut baby hair, a natural age-appropriate build, wearing an opaque fully covering outfit consisting of a fully covering cream cotton romper with long sleeves and soft booties, with a closed high neckline, opaque long sleeves, loose full-length leg coverage and closed shoes, fully clothed and age-appropriate. natural infant proportions, a softly rounded face and gentle proportionate eyes. Seated upright with knees together, hands resting calmly, both clothed legs and shoes visible. Small friendly closed-mouth smile. Studio Ghibli-inspired gentle family animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Opaque clothing covers shoulders, torso and legs. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery, exaggerated expression",
+        "seed": 3649526436,
         "reference_id": ""
       },
       {
         "id": "person-0030-joyful",
         "emotion": "joyful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show natural joy: an open smiling mouth, raised cheeks and bright happy eyes. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit only the facial expression of the reference character to show natural joyful happiness, a broad relaxed closed-mouth smile and bright happy eyes. Keep the identical medium brown skin, facial features, hair, fully covering outfit, body, pose and green background. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed age-appropriate character. Uniform bright chroma green background, no scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 4067139098,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-grateful",
         "emotion": "grateful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3278208217,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-playful",
         "emotion": "playful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1315450990,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-angry",
         "emotion": "angry",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 800246765,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-afraid",
         "emotion": "afraid",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2124749455,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-sad",
         "emotion": "sad",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1765594576,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-annoyed",
         "emotion": "annoyed",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1341323240,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-pain",
         "emotion": "pain",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 461563285,
         "reference_id": "person-0030-neutral"
       },
       {
         "id": "person-0030-disgust",
         "emotion": "disgust",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-month-old baby show mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original medium brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery",
-        "seed": 132573540,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Preserve face, medium brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 287866311,
         "reference_id": "person-0030-neutral"
       }
-    ]
+    ],
+    "seed_strategy": "safety-per-emotion-attempt",
+    "safety_reference_strategy": "regenerated-neutral"
   },
   {
     "personality_id": "person-0031",
@@ -23262,92 +23266,96 @@
     "build": "a slim build",
     "outfit_id": "outfit-01",
     "outfit_style": "formal",
-    "outfit": "a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes",
-    "seed": 1156644220,
+    "outfit": "an opaque fully covering outfit consisting of a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes",
+    "seed": 2440954126,
     "default_emotion": "neutral",
-    "description": "one fictional mature-looking 18-year-old young man, a late adolescent, Latino heritage, olive skin, black short tousled hair, a slim build, wearing a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs",
+    "description": "one fictional mature-looking 18-year-old young man, a late adolescent, Latino heritage, olive skin, black short tousled hair, a slim build, wearing an opaque fully covering outfit consisting of a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs",
+    "safety_regeneration_attempt": 1,
+    "safety_regeneration_policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
     "expressions": [
       {
         "id": "person-0230-neutral",
         "emotion": "neutral",
-        "prompt": "vvar_char, one fictional character, one fictional mature-looking 18-year-old young man, a late adolescent, Latino heritage, olive skin, black short tousled hair, a slim build, wearing a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs. A relaxed neutral expression with a slight friendly smile, facing the viewer. Standing three-quarter portrait, head to thighs, hands and shoulders inside the frame, margin around the silhouette. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Perfectly uniform solid bright chroma green background, no scenery, no props, no shadow or gradient. Clothing contains no green or teal. No text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, exaggerated expression, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, one fictional one fictional mature-looking 18-year-old young man, a late adolescent, Latino heritage, olive skin, black short tousled hair, a slim build, wearing an opaque fully covering outfit consisting of a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs. Standing relaxed, entire clothed body visible. Relaxed neutral expression with a slight friendly smile. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Opaque clothing covers shoulders, torso and legs. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery, exaggerated expression",
+        "seed": 2440954126,
         "reference_id": ""
       },
       {
         "id": "person-0230-joyful",
         "emotion": "joyful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show natural joy: an open smiling mouth, raised cheeks and bright happy eyes. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit only the facial expression of the reference character to show natural joyful happiness, a broad relaxed closed-mouth smile and bright happy eyes. Keep the identical olive skin, facial features, hair, fully covering outfit, body, pose and green background. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed age-appropriate character. Uniform bright chroma green background, no scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2946257577,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-grateful",
         "emotion": "grateful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 391851227,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-playful",
         "emotion": "playful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 964602917,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-angry",
         "emotion": "angry",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2788700246,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-afraid",
         "emotion": "afraid",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3089406141,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-sad",
         "emotion": "sad",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 254950361,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-annoyed",
         "emotion": "annoyed",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3323576857,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-pain",
         "emotion": "pain",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1679269113,
         "reference_id": "person-0230-neutral"
       },
       {
         "id": "person-0230-disgust",
         "emotion": "disgust",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 1156644220,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Preserve face, olive skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3082665597,
         "reference_id": "person-0230-neutral"
       }
-    ]
+    ],
+    "seed_strategy": "safety-per-emotion-attempt",
+    "safety_reference_strategy": "regenerated-neutral"
   },
   {
     "personality_id": "person-0231",
@@ -23464,92 +23472,96 @@
     "build": "an average build",
     "outfit_id": "outfit-01",
     "outfit_style": "smart_casual",
-    "outfit": "a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes",
-    "seed": 128009120,
+    "outfit": "an opaque fully covering outfit consisting of a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes",
+    "seed": 3512843489,
     "default_emotion": "neutral",
-    "description": "one fictional mature-looking 17-year-old young man, a late adolescent, Indian heritage, warm brown skin, dark brown soft wavy hair swept to one side, an average build, wearing a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs",
+    "description": "one fictional mature-looking 17-year-old young man, a late adolescent, Indian heritage, warm brown skin, dark brown soft wavy hair swept to one side, an average build, wearing an opaque fully covering outfit consisting of a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs",
+    "safety_regeneration_attempt": 1,
+    "safety_regeneration_policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
     "expressions": [
       {
         "id": "person-0232-neutral",
         "emotion": "neutral",
-        "prompt": "vvar_char, one fictional character, one fictional mature-looking 17-year-old young man, a late adolescent, Indian heritage, warm brown skin, dark brown soft wavy hair swept to one side, an average build, wearing a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs. A relaxed neutral expression with a slight friendly smile, facing the viewer. Standing three-quarter portrait, head to thighs, hands and shoulders inside the frame, margin around the silhouette. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Perfectly uniform solid bright chroma green background, no scenery, no props, no shadow or gradient. Clothing contains no green or teal. No text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, exaggerated expression, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, one fictional one fictional mature-looking 17-year-old young man, a late adolescent, Indian heritage, warm brown skin, dark brown soft wavy hair swept to one side, an average build, wearing an opaque fully covering outfit consisting of a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs. Standing relaxed, entire clothed body visible. Relaxed neutral expression with a slight friendly smile. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Opaque clothing covers shoulders, torso and legs. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery, exaggerated expression",
+        "seed": 3512843489,
         "reference_id": ""
       },
       {
         "id": "person-0232-joyful",
         "emotion": "joyful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show natural joy: an open smiling mouth, raised cheeks and bright happy eyes. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit only the facial expression of the reference character to show natural joyful happiness, a broad relaxed closed-mouth smile and bright happy eyes. Keep the identical warm brown skin, facial features, hair, fully covering outfit, body, pose and green background. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed age-appropriate character. Uniform bright chroma green background, no scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3767468980,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-grateful",
         "emotion": "grateful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2421435289,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-playful",
         "emotion": "playful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 885432690,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-angry",
         "emotion": "angry",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3816340195,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-afraid",
         "emotion": "afraid",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1459125004,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-sad",
         "emotion": "sad",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1840930680,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-annoyed",
         "emotion": "annoyed",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2186576092,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-pain",
         "emotion": "pain",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3935007817,
         "reference_id": "person-0232-neutral"
       },
       {
         "id": "person-0232-disgust",
         "emotion": "disgust",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 17-year-old person show mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original warm brown skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 128009120,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Preserve face, warm brown skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1433337595,
         "reference_id": "person-0232-neutral"
       }
-    ]
+    ],
+    "seed_strategy": "safety-per-emotion-attempt",
+    "safety_reference_strategy": "regenerated-neutral"
   },
   {
     "personality_id": "person-0233",
@@ -26191,92 +26203,96 @@
     "build": "an average build",
     "outfit_id": "outfit-01",
     "outfit_style": "simple_everyday",
-    "outfit": "a plum knitted pullover, full-length brown trousers and plain closed shoes",
-    "seed": 3315086357,
+    "outfit": "an opaque fully covering outfit consisting of a plum knitted pullover, full-length brown trousers and plain closed shoes",
+    "seed": 1695097649,
     "default_emotion": "neutral",
-    "description": "one fictional mature-looking 18-year-old young woman, a late adolescent, white European-ancestry heritage, fair skin, auburn shoulder-length naturally wavy hair, an average build, wearing a plum knitted pullover, full-length brown trousers and plain closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs",
+    "description": "one fictional mature-looking 18-year-old young woman, a late adolescent, white European-ancestry heritage, fair skin, auburn shoulder-length naturally wavy hair, an average build, wearing an opaque fully covering outfit consisting of a plum knitted pullover, full-length brown trousers and plain closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs",
+    "safety_regeneration_attempt": 1,
+    "safety_regeneration_policy_sha256": "a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0",
     "expressions": [
       {
         "id": "person-0259-neutral",
         "emotion": "neutral",
-        "prompt": "vvar_char, one fictional character, one fictional mature-looking 18-year-old young woman, a late adolescent, white European-ancestry heritage, fair skin, auburn shoulder-length naturally wavy hair, an average build, wearing a plum knitted pullover, full-length brown trousers and plain closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs. A relaxed neutral expression with a slight friendly smile, facing the viewer. Standing three-quarter portrait, head to thighs, hands and shoulders inside the frame, margin around the silhouette. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Perfectly uniform solid bright chroma green background, no scenery, no props, no shadow or gradient. Clothing contains no green or teal. No text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, exaggerated expression, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, one fictional one fictional mature-looking 18-year-old young woman, a late adolescent, white European-ancestry heritage, fair skin, auburn shoulder-length naturally wavy hair, an average build, wearing an opaque fully covering outfit consisting of a plum knitted pullover, full-length brown trousers and plain closed shoes, fully clothed and age-appropriate. a near-adult elongated oval face, modest almond-shaped eyes, a subtly defined jaw, a proportionate head and long adolescent limbs. Standing relaxed, entire clothed body visible. Relaxed neutral expression with a slight friendly smile. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Opaque clothing covers shoulders, torso and legs. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery, exaggerated expression",
+        "seed": 1695097649,
         "reference_id": ""
       },
       {
         "id": "person-0259-joyful",
         "emotion": "joyful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show natural joy: an open smiling mouth, raised cheeks and bright happy eyes. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit only the facial expression of the reference character to show natural joyful happiness, a broad relaxed closed-mouth smile and bright happy eyes. Keep the identical fair skin, facial features, hair, fully covering outfit, body, pose and green background. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed age-appropriate character. Uniform bright chroma green background, no scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2811698610,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-grateful",
         "emotion": "grateful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows warm gratitude: a gentle closed-mouth appreciative smile and softly relaxed eyelids. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3408554217,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-playful",
         "emotion": "playful",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows gentle playfulness: a small lopsided mischievous grin and one eyebrow slightly raised. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3451304545,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-angry",
         "emotion": "angry",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild controlled anger: eyebrows drawn inward and lowered, lips firmly pressed together. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3257959913,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-afraid",
         "emotion": "afraid",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild apprehension: raised inner eyebrows, slightly widened eyes and gently parted lips. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1270693192,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-sad",
         "emotion": "sad",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows quiet mild sadness: raised inner eyebrows, softly sad eyes and downturned mouth corners. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 2533512779,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-annoyed",
         "emotion": "annoyed",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild annoyance: partly lowered eyelids, one brow lowered and a faint flat line of the lips. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3492660896,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-pain",
         "emotion": "pain",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows brief mild discomfort: a slight wince, gently narrowed eyes and compressed lips, with no visible injury. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 1511152846,
         "reference_id": "person-0259-neutral"
       },
       {
         "id": "person-0259-disgust",
         "emotion": "disgust",
-        "prompt": "vvar_char, edit the reference portrait. Make this exact same fictional 18-year-old person show mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Change the mouth, eyebrows and eyelids so this mild natural emotion is clearly visible. Preserve exact identity, face shape, skin tone, hair, clothing, pose and framing. Keep the original fair skin tone exactly, with identical exposure and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Fully clothed, age-appropriate. Perfectly uniform solid bright chroma green background. No scenery, no text, no logo, no watermark.",
-        "negative_prompt": "extra people, changed clothing, different hairstyle, text, logo, watermark, background scenery, oversized doll eyes, chibi proportions",
-        "seed": 3315086357,
+        "prompt": "vvar_char, edit the reference portrait. This exact same person shows mild distaste: a slight nose wrinkle, subtly raised upper lip and asymmetric downturned mouth. Preserve face, fair skin tone, hair, outfit, pose, framing and lighting. Studio Ghibli-inspired grounded coming-of-age animation, delicate expressive hand-drawn lines, rich warm watercolor-like painted shading, gentle luminous colors, restrained almond-shaped eyes and proportionate faces. Family-friendly picture-book portrait. Entire body remains fully covered by opaque clothing except face and hands. Uniform bright chroma green background. No scenery or text.",
+        "negative_prompt": "nudity, naked, underwear, revealing clothing, exposed chest, exposed abdomen, exposed thighs, suggestive pose, sexualized, erotic, extra people, changed hairstyle, text, logo, watermark, scenery",
+        "seed": 3831509691,
         "reference_id": "person-0259-neutral"
       }
-    ]
+    ],
+    "seed_strategy": "safety-per-emotion-attempt",
+    "safety_reference_strategy": "regenerated-neutral"
   },
   {
     "personality_id": "person-0260",

metadata/persons.csv

@@ -28,7 +28,7 @@ person-0026,person-0026,baby,1,21,female,southeast_asian,Southeast Asian,warm ta
 person-0027,person-0027,baby,1,15,female,white_caucasian,white European-ancestry,light warm,soft sparse auburn baby hair,a natural age-appropriate build,outfit-01,baby_everyday,a fully covering cream cotton romper with long sleeves and soft booties,2169723759,neutral,,,,
 person-0028,person-0028,baby,1,21,female,indigenous_american,Indigenous American,light brown,soft sparse dark brown baby hair,a natural age-appropriate build,outfit-01,baby_everyday,a fully covering ochre cotton romper with long sleeves and soft booties,179006632,neutral,,,,
 person-0029,person-0029,baby,1,21,female,white_caucasian,white European-ancestry,light olive,soft sparse dark brown baby hair,a natural age-appropriate build,outfit-01,baby_sporty,"an opaque fully covering outfit consisting of a rust red long-sleeved sweatshirt, loose cotton trousers and soft socks",2246346193,neutral,1,65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d,safety-per-emotion-attempt,regenerated-neutral
-person-0030,person-0030,baby,1,18,female,african_american,African-American,medium brown,soft sparse chestnut baby hair,a natural age-appropriate build,outfit-01,baby_everyday,a fully covering cream cotton romper with long sleeves and soft booties,132573540,neutral,,,,
+person-0030,person-0030,baby,1,18,female,african_american,African-American,medium brown,soft sparse chestnut baby hair,a natural age-appropriate build,outfit-01,baby_everyday,"an opaque fully covering outfit consisting of a fully covering cream cotton romper with long sleeves and soft booties, with a closed high neckline, opaque long sleeves, loose full-length leg coverage and closed shoes",3649526436,neutral,23,a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0,safety-per-emotion-attempt,regenerated-neutral
 person-0031,person-0031,baby,1,18,female,white_caucasian,white European-ancestry,fair,soft sparse auburn baby hair,a natural age-appropriate build,outfit-01,baby_sporty,"a soft lavender long-sleeved sweatshirt, loose cotton trousers and soft socks",4214721967,neutral,,,,
 person-0032,person-0032,baby,2,24,female,arab,Arab,warm tan,soft sparse dark brown baby hair,a natural age-appropriate build,outfit-01,baby_layers,"a brown knitted cardigan over a cream long-sleeved top, soft trousers and booties",3886159030,neutral,,,,
 person-0033,person-0033,baby,0,9,female,white_caucasian,white European-ancestry,light warm,soft sparse light brown baby hair,a natural age-appropriate build,outfit-01,baby_everyday,a fully covering burgundy cotton romper with long sleeves and soft booties,3579219072,neutral,1,65246ed8dcbd11a1c2b65bf08063f55701042012b57399521e1a6e70563dc31d,safety-per-emotion-attempt,retained-passing-neutral
@@ -228,9 +228,9 @@ person-0226,person-0226,younger_teen,15,0,female,african_american,African-Americ
 person-0227,person-0227,younger_teen,14,0,female,white_caucasian,white European-ancestry,light warm,black shoulder-length naturally wavy hair,a natural age-appropriate build,outfit-01,simple_everyday,"a cream knitted pullover, full-length brown trousers and plain closed shoes",3219275721,neutral,,,,
 person-0228,person-0228,younger_teen,14,0,female,arab,Arab,light olive,chestnut a cropped textured hairstyle,a natural age-appropriate build,outfit-01,crafts,"a soft lavender cotton overshirt over a cream top, navy canvas trousers and closed shoes",590757562,neutral,,,,
 person-0229,person-0229,older_teen,16,0,male,white_caucasian,white European-ancestry,light olive,blond close-cropped textured hair,a sturdy build,outfit-01,sporty,"a rust red sweatshirt, loose navy athletic trousers and closed sneakers",3531201879,neutral,,,,
-person-0230,person-0230,older_teen,18,0,male,latino,Latino,olive,black short tousled hair,a slim build,outfit-01,formal,"a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes",1156644220,neutral,,,,
+person-0230,person-0230,older_teen,18,0,male,latino,Latino,olive,black short tousled hair,a slim build,outfit-01,formal,"an opaque fully covering outfit consisting of a ochre tailored jacket over a cream buttoned shirt, matching full-length trousers and closed dress shoes",2440954126,neutral,1,a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0,safety-per-emotion-attempt,regenerated-neutral
 person-0231,person-0231,older_teen,18,0,male,white_caucasian,white European-ancestry,light olive,dark brown close-cropped textured hair,a slim build,outfit-01,casual_layers,"a rust red cardigan over a cream crew-neck top, brown trousers and closed shoes",2049933890,neutral,,,,
-person-0232,person-0232,older_teen,17,0,male,indian,Indian,warm brown,dark brown soft wavy hair swept to one side,an average build,outfit-01,smart_casual,"a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes",128009120,neutral,,,,
+person-0232,person-0232,older_teen,17,0,male,indian,Indian,warm brown,dark brown soft wavy hair swept to one side,an average build,outfit-01,smart_casual,"an opaque fully covering outfit consisting of a brown collared shirt under a cream cardigan, navy trousers and neat closed shoes",3512843489,neutral,1,a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0,safety-per-emotion-attempt,regenerated-neutral
 person-0233,person-0233,older_teen,18,0,male,white_caucasian,white European-ancestry,light olive,light brown close-cropped textured hair,an average build,outfit-01,simple_everyday,"a plum knitted pullover, full-length brown trousers and plain closed shoes",2834964504,neutral,,,,
 person-0234,person-0234,older_teen,18,0,male,japanese,Japanese,light tan,dark brown short naturally curly hair,a compact build,outfit-01,sporty,"a burgundy sweatshirt, loose navy athletic trousers and closed sneakers",3883891848,neutral,,,,
 person-0235,person-0235,older_teen,17,0,male,white_caucasian,white European-ancestry,light olive,auburn short tousled hair,a sturdy build,outfit-01,rock_inspired,"a dark soft lavender denim jacket over a cream crew-neck T-shirt, loose dark trousers and closed boots",1639310763,neutral,,,,
@@ -257,7 +257,7 @@ person-0255,person-0255,older_teen,17,0,female,white_caucasian,white European-an
 person-0256,person-0256,older_teen,17,0,female,arab,Arab,warm tan,black a loose braid over one shoulder,an average build,outfit-01,rock_inspired,"a dark cream denim jacket over a cream crew-neck T-shirt, loose dark trousers and closed boots",2626031084,neutral,,,,
 person-0257,person-0257,older_teen,18,0,female,white_caucasian,white European-ancestry,light olive,light brown a loose braid over one shoulder,a slim build,outfit-01,smart_casual,"a navy collared shirt under a cream cardigan, navy trousers and neat closed shoes",431139784,neutral,,,,
 person-0258,person-0258,older_teen,17,0,female,latino,Latino,warm medium brown,black a neatly tied ponytail,a sturdy build,outfit-01,rock_inspired,"a dark navy denim jacket over a cream crew-neck T-shirt, loose dark trousers and closed boots",138537722,neutral,,,,
-person-0259,person-0259,older_teen,18,0,female,white_caucasian,white European-ancestry,fair,auburn shoulder-length naturally wavy hair,an average build,outfit-01,simple_everyday,"a plum knitted pullover, full-length brown trousers and plain closed shoes",3315086357,neutral,,,,
+person-0259,person-0259,older_teen,18,0,female,white_caucasian,white European-ancestry,fair,auburn shoulder-length naturally wavy hair,an average build,outfit-01,simple_everyday,"an opaque fully covering outfit consisting of a plum knitted pullover, full-length brown trousers and plain closed shoes",1695097649,neutral,1,a335561ec695d432f5e420a1975b2dc36f1e2f4161d4e199a79d103325feb0d0,safety-per-emotion-attempt,regenerated-neutral
 person-0260,person-0260,older_teen,18,0,female,indian,Indian,medium brown,medium brown a cropped textured hairstyle,a sturdy build,outfit-01,everyday_dress,a plum long-sleeved knee-length day dress over opaque dark leggings with closed shoes,1640097144,neutral,,,,
 person-0261,person-0261,older_teen,17,0,female,white_caucasian,white European-ancestry,fair,blond a loose braid over one shoulder,a slim build,outfit-01,sporty,"a plum sweatshirt, loose navy athletic trousers and closed sneakers",2278234046,neutral,,,,
 person-0262,person-0262,older_teen,18,0,female,japanese,Japanese,medium light,black a loose braid over one shoulder,a slim build,outfit-01,simple_everyday,"a soft lavender knitted pullover, full-length brown trousers and plain closed shoes",1233139442,neutral,,,,

metadata/progress.json

@@ -1,16 +1,16 @@
 {
-  "utc": "2026-10-06T23:46:00.538433+00:00",
+  "utc": "2026-10-06T23:51:27.630501+00:00",
   "people": {
     "done": 500
   },
   "shards": {
-    "ready": 75,
-    "uploaded": 182
+    "ready": 7,
+    "uploaded": 250
   },
   "images_in_closed_shards": 5000,
   "images_generated": 5000,
   "target_people": 500,
   "target_images": 5000,
-  "images_uploaded": 3510,
-  "buffer_free_gb": 290.316464128
+  "images_uploaded": 4860,
+  "buffer_free_gb": 290.24129024
 }

metadata/provenance.json

@@ -23,7 +23,7 @@
   ],
   "reference": "The neutral image of the same generated fictional person, resized with PIL BICUBIC",
   "seed_method": "Original groups use first32 bits of SHA256(vivarium-people-2026-10-06:<personality_id>),big-endian. Safety replacements use the actual per-expression seed in the plan and PNG JSON; seed_strategy=safety-per-emotion-attempt.",
-  "plan_sha256": "2d65a6f5cba204815636982211af3cea0e99f6a48c0e1d837dd6ab616098e480",
+  "plan_sha256": "4496d2eafc99316d795fc10010a5eee37a144c5a0910947306deac1c323f2067",
   "software": {
     "torch": "2.7.1+cu126",
     "transformers": "5.18.0",

metadata/quality-review.json

@@ -616,26 +616,6 @@
     "person-0229-pain",
     "person-0229-playful",
     "person-0229-sad",
-    "person-0230-afraid",
-    "person-0230-angry",
-    "person-0230-annoyed",
-    "person-0230-disgust",
-    "person-0230-grateful",
-    "person-0230-joyful",
-    "person-0230-neutral",
-    "person-0230-pain",
-    "person-0230-playful",
-    "person-0230-sad",
-    "person-0232-afraid",
-    "person-0232-angry",
-    "person-0232-annoyed",
-    "person-0232-disgust",
-    "person-0232-grateful",
-    "person-0232-joyful",
-    "person-0232-neutral",
-    "person-0232-pain",
-    "person-0232-playful",
-    "person-0232-sad",
     "person-0237-afraid",
     "person-0237-angry",
     "person-0237-annoyed",
@@ -1308,7 +1288,11 @@
     "Renewed ten-expression reviews of person-0018 and person-0019: coherent fully covering blue and mauve outfits, consistent infant identity/hair/skin, clean green background and warm painted style. Natural mild expressions with occasional overlap among negative moods. All20 exact PNGs passed both models and views.",
     "Safety-score regeneration replaced 1 of ten person-0179 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
     "Safety-score regeneration replaced 1 of ten person-0123 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
-    "Safety-score regeneration replaced 5 of ten person-0136 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending."
+    "Safety-score regeneration replaced 5 of ten person-0136 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
+    "Safety-score regeneration replaced 10 of ten person-0030 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
+    "Safety-score regeneration replaced 10 of ten person-0232 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
+    "Safety-score regeneration replaced 10 of ten person-0230 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending.",
+    "Safety-score regeneration replaced 10 of ten person-0259 images; prior visual review of changed pixels was invalidated. Renewed series style review is pending."
   ],
   "status": "ongoing stratified visual review; accepted production",
   "limitations": [
@@ -1318,67 +1302,67 @@
     "Reference edits can alter skin tone or lighting; explicit preservation wording reduces observed changes but does not guarantee identical pixels.",
     "Painted stylization can make adjacent age groups look similar,especially teens and young adults; age_years is the prompted age rather than a visual ground-truth estimate."
   ],
-  "utc": "2026-10-06T23:45:49.181513+00:00",
+  "utc": "2026-10-06T23:49:08.726778+00:00",
   "coverage": {
     "age_and_gender": {
-      "young_adult/female": 5,
-      "younger_senior/female": 5,
+      "older_adult/male": 5,
+      "older_schoolchild/male": 7,
       "middle_adult/female": 6,
-      "preschool/female": 6,
-      "younger_schoolchild/male": 5,
-      "baby/female": 6,
       "younger_schoolchild/female": 7,
-      "younger_teen/male": 5,
+      "young_adult/male": 5,
+      "middle_adult/male": 4,
+      "baby/female": 6,
+      "preschool/male": 6,
+      "younger_senior/female": 5,
       "younger_teen/female": 7,
-      "older_teen/male": 6,
-      "baby/male": 6,
-      "older_schoolchild/male": 7,
-      "younger_senior/male": 5,
+      "older_schoolchild/female": 7,
+      "older_senior/male": 6,
+      "preschool/female": 6,
       "older_teen/female": 7,
       "older_senior/female": 6,
+      "young_adult/female": 5,
       "older_adult/female": 5,
-      "young_adult/male": 5,
-      "middle_adult/male": 4,
-      "older_senior/male": 6,
-      "older_schoolchild/female": 7,
-      "older_adult/male": 5,
-      "preschool/male": 6
+      "baby/male": 6,
+      "younger_teen/male": 5,
+      "younger_schoolchild/male": 5,
+      "older_teen/male": 4,
+      "younger_senior/male": 5
     },
     "intended_ethnicity": {
       "white_caucasian": 61,
-      "african_american": 9,
-      "southeast_asian": 9,
+      "japanese": 8,
+      "indian": 10,
       "arab": 12,
+      "latino": 8,
       "indigenous_american": 8,
-      "indian": 11,
-      "japanese": 8,
-      "latino": 9
+      "southeast_asian": 9,
+      "african_american": 9
     },
     "outfit_style": {
-      "simple_everyday": 5,
-      "casual_layers": 9,
-      "child_formal": 7,
-      "child_sporty": 6,
-      "child_school": 4,
-      "baby_everyday": 4,
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metadata/sample-index-validation.json

@@ -1,6 +1,6 @@
 {
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@@ -72,7 +72,7 @@
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@@ -108,7 +108,7 @@
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metadata/sample-index.json

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@@ -2106,10 +2106,10 @@
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@@ -2117,10 +2117,10 @@
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@@ -2128,10 +2128,10 @@
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@@ -2139,10 +2139,10 @@
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@@ -2150,10 +2150,10 @@
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@@ -2161,10 +2161,10 @@
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@@ -2172,10 +2172,10 @@
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@@ -2183,10 +2183,10 @@
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@@ -2194,10 +2194,10 @@
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@@ -2536,9 +2536,9 @@
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@@ -2546,10 +2546,10 @@
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@@ -2557,10 +2557,10 @@
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@@ -2568,10 +2568,10 @@
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@@ -2579,10 +2579,10 @@
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@@ -2623,10 +2623,10 @@
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