GeoLAN: Geometric Learning of Latent Explanatory Directions in Large Language Models

Tianyu Bell Pan, Damon L. Woodard

Large language models (LLMs) demonstrate strong performance, but they often lack transparency. We introduce GeoLAN, a training framework that treats token representations as geomet…