I'm not sure, do we want to ship the father and the teacher?
I mean, the father may need another love in his life, and the teacher looked like a good person.
Though we don't really know if the teacher has hidden agenda, it looked like she fell in love with the father's fake persona, and the father didn't actually like her like that.