Specifically, does a Pokemon with Flash Fire take damage the first time it is hit with a Fire move AFTER which it is immune to Fire moves and gets a damage bonus? Or the first time it is hit with a Fire move will it negate that damage immediately?

I would prefer confirmation from someone who has observed this in game.