Hemp Mill Branch is a stream located in Bedford County, Virginia. It appears on the Montvale USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,017.40 feet (310.10 m) above sea level. The nearest populated place is Penicks Mill, approximately 1.1 miles to the SE.