# Apostate Run Report

## Summary
| Metric | Value |
| --- | --- |
| Base model | google/gemma-4-e4b-it |
| Profile | balanced |
| Output | /var/home/Heterodoxin/gemma_resp_A |
| Layers | 42 |
| Hidden size | 2560 |
| Direction layer | 25 |
| Refusal rank | 1 |
| Max refusal rank | 3 |
| Multi refusal | True |
| Multi clusters | 6 |
| Multi min coverage | 0.05 |
| Baseline refusal (n=24) | 95.8% |
| Edited refusal | 29.5% |
| Refusal metric | classifier + weak guard |
| Harmless KL | 0.154 |
| Target refusal | 30.0% |
| KL target | 0.300 |
| KL budget | 0.550 |
| KL positions | 8 |
| KL layer trims | 0 |
| Repair steps | 0 |
| Preserve rank | 8 |
| Preserve source | harmless |
| Capability penalty | True |
| Elapsed | 1962.7 sec |

## Best Trial
| Metric | Value |
| --- | --- |
| refusal | 0.28125 |
| kl | 0.08836679905653 |

## Layer Alphas
| Layer | Alpha |
| --- | --- |
| 0 | 0.061 |
| 1 | 0.126 |
| 2 | 0.000 |
| 3 | 0.042 |
| 4 | 0.000 |
| 5 | 0.000 |
| 6 | 0.000 |
| 7 | 0.039 |
| 8 | 0.000 |
| 9 | 0.000 |
| 10 | 0.252 |
| 11 | 0.105 |
| 12 | 0.298 |
| 13 | 0.000 |
| 14 | 0.000 |
| 15 | 0.000 |
| 16 | 0.943 |
| 17 | 0.020 |
| 18 | 1.315 |
| 19 | 0.399 |
| 20 | 0.020 |
| 21 | 1.139 |
| 22 | 0.279 |
| 23 | 0.000 |
| 24 | 2.346 |
| 25 | 3.690 |
| 26 | 4.200 |
| 27 | 2.881 |
| 28 | 3.865 |
| 29 | 1.830 |
| 30 | 1.105 |
| 31 | 0.445 |
| 32 | 0.814 |
| 33 | 1.515 |
| 34 | 1.237 |
| 35 | 0.369 |
| 36 | 0.342 |
| 37 | 0.000 |
| 38 | 1.081 |
| 39 | 0.000 |
| 40 | 0.848 |
| 41 | 0.000 |

## Timings
| Phase | Seconds |
| --- | --- |
| load_model | 11.2 |
| load_prompts | 6.0 |
| baseline_refusal | 57.3 |
| activation_fit | 339.3 |
| reader_profile | 122.5 |
| reader_guard | 0.0 |
| guard | 0.0 |
| refine_refusal | 0.0 |
| validation_metrics | 225.2 |
| repair | 110.4 |
| prune | 0.0 |
| test_metrics | 1077.8 |
| bake | 13.0 |

## Measurement
| field | value |
| --- | --- |
| refusal judge | classifier + weak guard |
| preservation metric | harmless kl |
| capability suites | gsm8k, humaneval, mbpp |