Purple Lake is a lake located in Lake and Peninsula County, Alaska. It appears on the Chignik C-3 SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,204.72 feet (672.00 m) above sea level. The nearest populated place is Unangashik (historical), approximately 19.2 miles to the NNW.