Stuart , Virginia is a town of Virginia in the United States . The town of Stuart was named after Confederate Gen. J.E.B. Stuart , of nearby Ararat , Virginia . The Town of Stuart was first incorporated as Taylorsville , Virginia , in 1792 , in honor of early settler George Taylor .