Guy Harper Spring is a spring located in Randolph County, West Virginia. It appears on the Laneville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,194.66 feet (973.73 m) above sea level. The nearest populated place is Harperton, approximately 0.9 miles to the NW.