{ "model": "google/gemma-4-e4b-it", "num_layers": 42, "hidden_size": 2560, "direction_layer": 25, "refusal_subspace_rank": 1, "max_refusal_rank": 3, "multi_refusal": true, "multi_refusal_clusters": 6, "multi_refusal_min_norm": 0.08, "multi_refusal_min_separation": 0.05, "multi_refusal_min_coverage": 0.05, "initial_separation": 51.5022, "baseline_refusal_rate": 0.9583, "baseline_eval_n": 24, "edited_refusal_rate": 0.3594, "refusal_metric": "classifier + weak guard", "harmless_kl_nats": 0.1193, "kl_backoff_steps": 10, "kl_layer_trim_steps": 0, "repair_steps": 0, "residual_repair": [], "guard_history": [], "layer_alphas": [ 0.0, 0.009, 0.0, 0.0, 0.0, 0.0, 0.0, 0.003, 0.0, 0.039, 0.202, 0.054, 0.109, 0.0, 0.061, 0.0, 0.666, 0.0, 0.814, 0.233, 0.0, 0.403, 0.063, 0.0, 1.364, 1.885, 2.481, 1.564, 2.469, 1.213, 0.738, 0.337, 0.806, 1.738, 1.25, 0.0, 0.33, 0.0, 1.045, 0.0, 0.716, 0.0 ], "ple_layer_alphas": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "ple_embed_alpha": 0.0, "ple_model_projection_alpha": 0.0, "embed_alpha": 0.0, "head_alpha": 0.0, "head_token_alpha": 0.0, "preserve_rank": 8, "preserve_source": "harmless", "pruned_layers": [], "layers_after_prune": 42, "elapsed_sec": 2033.5, "profile": "balanced", "target_refusal": 0.0, "max_kl": 0.12, "kl_target": 0.3, "refusal_eval_path": "JailbreakBench/JBB-Behaviors@behaviors:harmful:Goal|/var/home/Heterodoxin/apostate/data/refusal_calibration.txt", "refusal_eval_n": 64, "kl_positions": 8, "kl_eval_path": "mlabonne/harmless_alpaca:test:text", "kl_eval_n": 48, "oblique_ablation": false, "oblique_strength": 1.0, "opt_capability": true, "opt_capability_weight": 2.5, "timings_sec": { "load_model": 10.4, "load_prompts": 5.3, "baseline_refusal": 38.9, "activation_fit": 232.0, "reader_profile": 335.5, "reader_guard": 57.2, "guard": 0.0, "refine_refusal": 0.0, "validation_metrics": 99.1, "repair": 691.3, "prune": 0.0, "test_metrics": 535.5, "bake": 28.2 }, "command": null, "optimized": true, "reader_mode": true, "reader_strength": 3.0, "best_trial": { "refusal": 0.3125, "kl": 0.09575841575860977 }, "n_trials": 0, "baked_to": "/var/home/Heterodoxin/gemma_resp_D" }