Armstrong Lake is a lake located in Newton County, Texas. It appears on the Merryville North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 70.77 feet (21.57 m) above sea level. The nearest populated place is Junction, approximately 3.8 miles to the E.