Because you don't... the action is "step up", it is just extended, as per the first words used "When using the Step Up feat to follow an adjacent foe" so to provoke from following step, you'd have to provoke from step up, which you don't... So it's "yes" to both" or "no" to both, and since step up says no provoking, following step doesn't either.