I don't know the answer, but I do know how you can check.
There's a player happiness bonus based on difficulty level. Try starting a game on Settler and another on Deity, and then look at your "From Difficulty" happiness (I don't remember the exact text) for each in the Happiness tooltip. If they're the same, difficulty does nothing.