Any matrix product state has a set of associated kept and discarded spaces, needed for the description of , and changes thereof, respectively. These induce a partition of the full Hilbert space of the system into mutually orthogonal spaces of irreducible -site variations of . Here, we introduce a convenient projector formalism and diagrammatic notation to characterize these -site spaces explicitly. This greatly facilitates the formulation of MPS algorithms that explicitly or implicitly employ discarded spaces. As an illustration, we derive an explicit expression for the -site energy variance and evaluate it numerically for a model with long-range hopping. We also describe an efficient algorithm for computing low-lying -site excitations above a finite MPS ground state.

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