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This definition does not match people's expectation of what counts as "psychoactive". By this definition, if eating chocolate alleviates my bad mood, it's a psychoactive drug.

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Seems like that's a good definition then, if it's reproducible across a large number of people in a scientifically rigorous format.

Chocolate contains caffeine, which is indeed psychoactive.

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