We study the isotropic spin- Heisenberg chain with a single edge-coupled impurity of arbitrary exchange strength . The model exhibits four impurity phases. For antiferromagnetic couplings (): a at weak , where the impurity is screened by many-body excitations and the impurity entropy decreases monotonically from at to at ; and an at strong , where the impurity screened by an exponentially localized bound mode drives nonmonotonically, with undershoots below zero at intermediate temperatures, while tending to as and to as . For ferromagnetic couplings (): a local-moment (LM) phase at weak , where the impurity remains unscreened with as but exhibits shallow undershoots at intermediate scales; and a at strong , where in both UV and IR limits, yet develops an intermediate-temperature undershoot. We provide an analytic understanding of this behavior, showing that the undershoots originate from the fractionalization of the Hilbert space into several towers of states: for antiferromagnetic couplings this occurs only at strong , driven by boundary-localized bound modes, while for ferromagnetic couplings undershoots occur for all , becoming deeper with increasing and vanishing as . These bound modes screen the impurity. Incorporating the bound modes and edge states provides a complete analytic understanding of this phenomenon and yields closed expressions for the impurity contribution to free energy and entropy that are valid across all phases. These are checked and found to be in excellent agreement with tensor network and exact diagonalization results.

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