Many units from West Virginia fought for the south. In the Victorian district in Wheeling, there is still a fraternal org that honors one of them. West Virginia's secession from Virginia was rife with fraud, as Lincoln did not want a Confederate state north of DC (which was understandable).
I doubt whether West Virginia's secession from Virginia had nearly the fraud that the secession of Georgia and Tennessee from the Union had.