The only problem is ... well, Jude doesn't actually know.
Anton can see how this will play out: Jude is a nice guy, and nice guys finish last. And Anton is transgender, and transgender people don't get happy endings. If he tells Jude, it might destroy everything.
And if Jude tells anyone else ... it will.