Consider the example “Put on a wig and lipstick and be who you really are..” this is directed towards a boy,one could infer that this is a remark to malign the gender identity of the boy being addressed

The example utterance above is from Formspring.

These kinds of utterances reiterate the need for world knowledge in addition to language features to successfully classify hate speech.