The evil geniuses who populate comic books and bad science fiction movies are usually bent on world domination or just messing up everybody else's lives. That type of evil genius, quite fortunately, seems rare or maybe nonexistent. I suppose that we would like our geniuses to be saintly, but that's not very common either, and some geniuses are definitely evil, but their evil seems to be more prosaic than the stereotype. Bill Cosby was definitely a comic genius, if such a thing exists, but he was also apparently a serial rapist. Woody Allen and Roman Polanski also come to mind. Even Harvey Weinstein seems to have had sort of a genius for making movies.
Of course many ordinary jerks and "fucking idiots" are also sexual predators, but being wealthy, powerful, or a famous genius provides a lot of extra insulation from the consequences. Power corrupts, in Lord Acton's famous aphorism, and genius is a sort of power.
It apparently doesn't take a lot of differential in power to trigger some men's inner scumbag. Supervisor and worker, professor and student, famous or slightly famous guy and admirers. I suspect that the scumbag gene is widely present, only I hope that most of us manage to suppress it.