The Capitol in the Hunger Games is known for its excessive luxury, extravagance, and obsession with superficiality. They are depicted as being utterly detached from the struggles of the Districts, viewing them as entertainment and resources.
The Capitol does not directly produce or focus on candy in the books or movies. It's possible you might be thinking of something else, or perhaps it's a fan interpretation that has gained some traction.
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