Penitentiary Hill is a summit located in Grayson County, Virginia. It appears on the Sparta West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,682.76 feet (817.71 m) above sea level. The nearest populated place is Amelia, approximately 2.2 miles to the S.