Sunset Lake is a lake located in Cape May County, New Jersey. It appears on the Wildwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -4.28 feet (-1.30 m) above sea level. The nearest populated place is Wildwood Crest, approximately 0.5 miles to the E.