Eugene Lake is a lake located in St. Louis County, Minnesota. It appears on the Takucmich Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,270.28 feet (387.18 m) above sea level. The nearest populated place is Crane Lake, approximately 12.6 miles to the WSW.