Unfortunately, that is not what happens. Tarlok basically goes bat-shit crazy and persecutes all the non-benders. He is also able to Bloodbend when it's not a full moon. He says something to the effect of "There's a lot you don't know about me" when Korra questions its. There's a weird vision that Korra has, not totally sure what all happened in it.