If you are sad and depressed and have to take medication to be "happy", can we really say you are happy?
If my car can go 200 mph, I wouldn't say I can move 200 mph. But then again drugs change you in a way that cars don't.
Of course there is the question of what is happiness and how can we objectively and empirically qualify it. So the entire question could be moot.