Rock Lake is a lake located in Douglas County, Washington. It appears on the Sanderson Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,395.01 feet (730.00 m) above sea level. The nearest populated place is Belvedere, approximately 5.5 miles to the ESE.