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Empirical suite for the Z/6Z Topological Prior. This quantum state preparation protocol uses bounded MPS to confine amplitudes to prime channels, inducing a resilient Non-Ergodic Extended (NEE) phase under Lindblad noise. By passively purging 66.6% of the search space, it massively reduces T-count for FTQC and enables NISQ cryptanalysis.