Grassy Lake is a lake located in East Baton Rouge County, Louisiana. It appears on the Walls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 44.16 feet (13.46 m) above sea level. The nearest populated place is Mount Pleasant, approximately 2.0 miles to the N.