The answer is no. Girls do not work like that. If they cannot control their own darn feelings, you sure as heck cannot control their feelings – not even with magic. If you did, they would no longer be her emotions, now would they?
Good luck regardless, OP. Go out there and prove me wrong. In a worst case scenario, you will get a valuable learning experience.