Daniil Laptev

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

2025 · arXiv (Cornell University)

We introduce a new approach to systematically map features discovered by sparse autoencoder across consecutive layers of large language models, extending earlier work that examined inter-layer feature links. By using a data-free cosine similarity technique, …