Schizophrenia as Attractor Geometry: A Principles-First Derivation of the Multi-Dimensional Circuit Failure Manifold, the Hallucination as Coherence-Seeking Response, the Geometric Treatment Protocol, and the Prediction That Radical Irrevocable Resolution Is Geometrically Necessary, Not Merely Hoped For | Synapse