Surprise Lake is a lake located in Pierce County, Washington. It appears on the Bearhead Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,405.99 feet (1,342.95 m) above sea level. The nearest populated place is Upper Fairfax, approximately 6.7 miles to the W.