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    We present a formal axiom system C5 for agent-relative value theory, grounded in the concept of coherence as constraint satisfaction over relational structures. Modeling coherence as a quadratic form, we establish six main results: (1) coherence-seeking agents under projected gradient dynamics converge monotonically to locally optimal states; (2) a continuous-time gradient flow formulation with Lyapunov stability, establishing that coherence attractors are asymptotically stable equilibria; (3) g…Read more