The vilification precedes the genocide.
When the slaves in Haiti rose up and ended slavery there, they then massacred as many whites as they could. When Nat Turner began his slave uprising in Virginia, it quickly degenerated into trying to kill any whites they encountered, including children. Events like that made it harder for Southern whites to contemplate emancipation, because they were afraid of what might follow.