Maybe what kakashi said.I don't understand why she likes him so much, they spend like 1 year together and much of that time they weren't even hanging out together...
Feels guilty for letting him walk into the dark side/unable to stop him despite knowing he has a dark past and thus feels its her responsibilty to save him from darkness or something like that.