{ "model": "pythia-70m", "theta": 10000, "n_dead": 17, "f_active": 0.4688, "n_prompts": 20, "per_layer": { "0": { "q_dead_energy": 0.7803, "k_dead_energy": 0.582, "score_dead_frac": 0.9195, "score_active_frac": 0.0805, "cosim_A1_A2_dead": 1.0, "cosim_A1_A2_active": 1.0, "cosim_A1_rand_dead": 0.9113, "cosim_A1_rand_active": 0.8475, "dead_discrimination": 0.0887, "active_discrimination": 0.1525 }, "1": { "q_dead_energy": 0.8043, "k_dead_energy": 0.4436, "score_dead_frac": 0.8771, "score_active_frac": 0.1229, "cosim_A1_A2_dead": 0.991, "cosim_A1_A2_active": 0.9925, "cosim_A1_rand_dead": 0.9675, "cosim_A1_rand_active": 0.9697, "dead_discrimination": 0.0235, "active_discrimination": 0.0228 }, "2": { "q_dead_energy": 0.7957, "k_dead_energy": 0.4095, "score_dead_frac": -1.0618, "score_active_frac": 2.0618, "cosim_A1_A2_dead": 0.9916, "cosim_A1_A2_active": 0.9951, "cosim_A1_rand_dead": 0.9852, "cosim_A1_rand_active": 0.9911, "dead_discrimination": 0.0064, "active_discrimination": 0.004 }, "3": { "q_dead_energy": 0.4186, "k_dead_energy": 0.3957, "score_dead_frac": 0.416, "score_active_frac": 0.584, "cosim_A1_A2_dead": 0.9954, "cosim_A1_A2_active": 0.9987, "cosim_A1_rand_dead": 0.9914, "cosim_A1_rand_active": 0.998, "dead_discrimination": 0.004, "active_discrimination": 0.0007 }, "4": { "q_dead_energy": 0.4395, "k_dead_energy": 0.3844, "score_dead_frac": 0.3923, "score_active_frac": 0.6077, "cosim_A1_A2_dead": 0.9987, "cosim_A1_A2_active": 0.9999, "cosim_A1_rand_dead": 0.9978, "cosim_A1_rand_active": 0.9998, "dead_discrimination": 0.0009, "active_discrimination": 0.0001 }, "5": { "q_dead_energy": 0.3863, "k_dead_energy": 0.3832, "score_dead_frac": 0.3766, "score_active_frac": 0.6234, "cosim_A1_A2_dead": 0.9974, "cosim_A1_A2_active": 0.9999, "cosim_A1_rand_dead": 0.995, "cosim_A1_rand_active": 0.9998, "dead_discrimination": 0.0024, "active_discrimination": 0.0001 } }, "summary": { "mean_dead_discrimination": 0.021, "mean_active_discrimination": 0.03, "dead_dims_encode_semantics": true } }