TBH I doubt that would happen. The Confederates were fighting to defend a pretty oppressive social system, but they weren't moustache-twirling supervillains.
It was an unstable government in a losing war. That sort of situation can be ripe for a random leader coming in. You get a more brutal military general who has seen an escaped slave rape a family member and that could easily happen.
And I would say chattel plantation slavery is probably the next worse thing to mass slaughter in human history. It's a lot worse than a 'pretty oppressive social system'.