Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control

Julian Skifstad, Xinyue Annie Yang, Glen Chou

Inference-time LLM alignment methods, particularly activation steering, offer an alternative to fine-tuning by directly modifying activations during generation. Existing methods, h…