The Jacobian lens tool allows researchers to visualize how Claude processes abstract concepts during inference. This technique reveals hidden internal spaces where the model struggles with specific logic puzzles. It provides a rare, concrete look at model interpretability. Practitioners can now better identify where internal representations fail before they manifest as hallucinations.