Dynamic Abliteration: Non-Destructive Refusal Suppression via Multi-Layer Engram Steering
Summary
The post introduces Dynamic Abliteration using Multi-Layer Engram Steering to suppress refusal behavior in open-weight LLMs without altering base weights. It outlines a step-by-step approach—from loading models and testing refusals to multi-layer vector extraction and a trainable Engram controller—accompanied by code snippets. The article also discusses limitations and safety considerations around enabling non-refusal generation in LLMs.