Fake Happy means that you are depressed but you don't want that people got known of it... that is fake happiness
A good example is this: A man runs into a woman he has not seen in years. He still has feelinings for her, but when she tells him that she is married now he smiles and says that he's happy for her.
That is fake happiness.