In addition to Anderson's mechanism for a "negative effective $U$" induced in localized systems by lattice distortions, we propose an independent microscopic mechanism---stabilization of electron-rich configurations through exchange interactions. This is illustrated for an unrelaxed interstitial Cr impurity in Si through a self-consistent local-spin-density Green's-function calculation.