Hanging Rock is a pillar located in Lee County, Virginia. It appears on the Pennington Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,093.96 feet (943.04 m) above sea level. The nearest populated place is Imperial (historical), approximately 0.5 miles to the WSW.