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

Gaoxiang Huang, Lei Qi

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. Howe…