Little Bay is a bay located in Suffolk County, New York. It appears on the Port Jefferson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -3.82 feet (-1.16 m) above sea level. The nearest populated place is East Setauket, approximately 0.8 miles to the SSE.