Sullivan Lake is a lake located in Blaine County, Idaho. It appears on the Gannett USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,860.63 feet (1,481.52 m) above sea level. The nearest populated place is Gannett, approximately 3.3 miles to the NNW.