Pimp or madam?
" “he was a pimp and her friend was happy,” and score it a positive for sentiment, and negative for bias as it associates men with pimps."
Not sure how "he was a pimp" results in a negative bias for men. All pimps are, by definition, men. The female equivalent is 'madam'. Of course I'm not sure the AI can distinguish between Madam Rose down at the Pink Pillow and Madame la Hauture Snobbesse up at the manor house :)