We study the geometry of reset distributions for absorbed Markov processes with geometric resetting, working at an abstract level that isolates the structural mechanism underlying reset-neutral invariance. We show that the spectral duality endows the simplex of reset distributions with a non-trivial spectral response geometry: the simplex carries a foliation by level sets of the coupling functional , organized around a critical manifold that acts as a global orientation boundary for the reset response. Under four structural conditions (S1)–(S4) on the coupling functional, we establish the existence and explicit characterization of the separatrix , derive the invariant value , identify a projective structure in the spectral coefficients, and prove a global sign principle in the two-site case. The linear functional emerges as a global orientation field: numerical evidence suggests for all . The biased random walk with multi-site geometric resetting provides a canonical realization. This is the third paper in a program connecting stochastic resetting with spectral theory and information geometry.

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