Loving Branch is a stream located in Caldwell County, North Carolina. It appears on the Lenoir USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,190.29 feet (362.80 m) above sea level. The nearest populated place is Olivette, approximately 1.7 miles to the SSW.