Yes, "Fine just go, shows how much you really love me" is a form of manipulation or guilt trapping. This statement attempts to make the other person feel guilty and responsible for the speaker's negative emotions or reactions. It puts the blame on the other person and expects them to prove their love or commitment through fulfilling the speaker's demands.
