Tarkin's power over Vader is very much grounded in that Vader is still Anakin Skywalker. Sure, he's like 40 now, but he still is just a warrior who answers to the Empire. As we see in ESB, he takes half the Imperial Fleet with him off on some hellbent mission, and then tries to hide it from the Emperor.