Stay because of the kids or not

Yes, I would. Because, love is a very vast emotion, and I do not think one can be in love with someone forever. There are times when you feel loveless for your partner, and that I believe is a phase. It passes and yes, it may take longer to pass but it does, and then you again fall in love with that person or feel the emotion for the person.