Lilly Lake is a lake located in Upshur County, Texas. It appears on the Bettie USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 300.17 feet (91.49 m) above sea level. The nearest populated place is Bethlehem, approximately 1.6 miles to the S.