Lake Surprise is a lake located in Chambers County, Texas. It appears on the Lake Stephenson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.46 feet (-0.14 m) above sea level. The nearest populated place is Smith Point, approximately 4.9 miles to the WSW.