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This paper introduces a dose-controllable method for inducing seven psychological disorders in reinforcement learning agents by manipulating cognitive appraisal signals in an appraisal-guided PPO agent. The disorders self-organize into a two-dimensional affective space, and the framework enables modeling of both disorder induction and treatment.