A new framework models metacognitive evaluations as state‑transforming operations. The approach separates evaluation back‑action from observable output, revealing that order dependence prevents faithful Boolean‑compliant interpretations. Researchers can now test whether cognitive order effects arise from classical state changes or deeper structural non‑commutativity. This insight refines theories of internal state monitoring in AI agents.