I've read more than once that he had a long-term monogamous relationship. Today it would be a model of restraint; back then, .....
You have never read in serious history, that Hoover was homosexual, that is a media myth, and one that the Soviet Union wanted to feed.
In real life, he was never homosexual, never wore women’s clothing, he was just devoted to the FBI.