Surprise Lake is a lake located in Teton County, Wyoming. It appears on the Grand Teton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,536.88 feet (2,906.84 m) above sea level. The nearest populated place is Beaver Creek, approximately 3.5 miles to the SE.