A Mathematical Theory of the Jacobian Lens.

arXiv:2610.31955v1 Announce Type: cross Abstract: Recent work from Anthropic introduced a new interpretability tool, called the Jacobian lens (J-lens, Gurnee et al., 2026). This method identified linear directions in the hidden states of frontier language mode