Mud Lake is a lake located in Thurston County, Washington. It appears on the East Olympia USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 269.47 feet (82.13 m) above sea level. The nearest populated place is Chaenn Hill, approximately 0.9 miles to the ESE.