REINS: Refusal-Enhanced Inhibitory Steering with Sparse Autoencoder Features

Kai-Xuan Ding, Hao-Xiang Xu, Ji-Hua Peng +3

Steering with Sparse Autoencoders (SAEs) offers a lightweight inference-time path for adapting the behavior of large language models without retraining. By exposing sparse and inte…