Red River Bay is a swamp located in Avoyelles County, Louisiana. It appears on the Lower Sunk Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 19.69 feet (6.00 m) above sea level. The nearest populated place is Shaw, approximately 4.0 miles to the E.