Latent Trajectory Dynamics in Large Language Models: A Manifold Evolution Framework with Empirical Validation

Yukun Zhang, Qi Dong, Mengkang Li

Understanding how latent representations evolve during generation is a central open problem in large language model interpretability. We introduce \textbf{Dynamical Manifold Evolut…