Love Spring is a spring located in Roane County, Tennessee. It appears on the Cave Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 772.77 feet (235.54 m) above sea level. The nearest populated place is Twin Oaks, approximately 0.3 miles to the SW.