Cool Spring Lake is a reservoir located in Spotsylvania County, Virginia. It appears on the Chancellorsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 269.38 feet (82.11 m) above sea level. The nearest populated place is Hazel Grove, approximately 0.3 miles to the N.