Upper Sunset Lake is a reservoir located in Sussex County, New Jersey. It appears on the Franklin USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,083.37 feet (330.21 m) above sea level. The nearest populated place is Mahola, approximately 1.0 miles to the ENE.