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A former professor of mine wrote his PhD thesis on categorizing human emotion (I believe it was out of an AI department). Not sure how much help it will be, but it might have some ideas you can pull from.

http://condor.depaul.edu/elliott/ar/papers/dis/elliott-phd.h...



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