Gao-Xiang Huang

When Steering Fails in Latent Reasoning: A Latent-to-Language Transition Gap

Activation steering has become a widely used approach for controlling language models during explicit chain-of-thought (CoT) reasoning, motivating its extension to latent CoT. However, we find that steering continuous thoughts produces substantially weaker effects on subsequent language generation than steering explici...