Surprise!  She chooses Yojima.

...

No, probably not.  But it's only a reverse-harem if they're actually competing for her affection, and I can count one, two... probably three that wouldn't bother trying.

But that's okay.  [s]She'll make them suffer for not doting on her.[/s] She's only here to take all the weapon cards, anyway.