- it’s not mentioned at all that the other person in question is trans. All the joke says (very explicitly I might add) is that a highly intoxicated man mistook another man for a woman. Even implicitly, it’s hard to construe that as transphobic. The joke is “people do stupid things while drunk”. That is all. The bit…