Representation-shattering distortion metric

A normalized Frobenius-norm distance between two entity-token pairwise-distance matrices — one from an edited model, one from the unedited baseline — quantifying how much a knowledge-editing intervention distorts the relative geometric positions of entities that were never themselves targeted by the edit.