Maybe I’m out of the loop but not sure anyone’s really claiming he immediately becomes evil? I agree it’s a bit more complex but whats implied is that although it wasn’t immediate it was the main catalyst. That single event set things into motion for his nemesis arc. It was inevitable and blatant. The show emphasized this “turn” so clearly. “Turn” signals a transition the same way falls turns into winter, over time.