Sullivan Lake is a lake located in Johnson County, Missouri. It appears on the Knob Noster USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 795.73 feet (242.54 m) above sea level. The nearest populated place is Montserrat, approximately 1.7 miles to the NNW.