Freedom= Oppression?

Something very bizarre about the Civil War to me is that the battle is being fought by the South on hypocritical terms. The South wishes to be free from the Union in order to further oppress and enslave the African Americans. Does it seem likely that at least some of the Confederates found this to be an odd situation?