Time Travel Engine: A Shared Latent Chronological Manifold Enables Historical Navigation in Large Language Models

Jingmin An, Wei Liu, Qian Wang +1

Time functions as a fundamental dimension of human cognition, yet the mechanisms by which Large Language Models (LLMs) encode chronological progression remain opaque. We demonstrat…