Well, they actually didn’t go “down the hatred spiral.” They were already there - the CSA was a major inspiration for Hitler and the Nazis. If anything, the Nazis saw themselves as kinder and more humane.

The Klan was a social club for southern gentleman, many of whom happened to be former Confederate soldiers. As society changed, the Klan became a haven for those who did not want to change.