Sugar Lake is a lake located in West Feliciana County, Louisiana. It appears on the Angola USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 55.07 feet (16.79 m) above sea level. The nearest populated place is Rowes Landing, approximately 1.8 miles to the E.