Enhancing SAE-based Steering via Neighbor Integrated Feature Selection

Yutian Liu, Xu Wang, Difan Zou

Sparse autoencoders (SAEs) disentangle model activations into interpretable features and are widely used for steering large language models. Most existing SAE-based steering method…