Little Anna Lake is a lake located in Otter Tail County, Minnesota. It appears on the Underwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,317.65 feet (401.62 m) above sea level. The nearest populated place is Phelps, approximately 2.8 miles to the NE.