Whale Lake is a lake in Cook County in what is known as the Arrowhead Region of northern Minnesota. It is within the Boundary Waters Canoe Area Wilderness of the Superior National Forest, at the base of Eagle Mountain, Minnesota's highest point. Two miles (3 km) from the nearest road, Whale Lake is only accessible via the Eagle Mountain Hiking Trail from the south, or the Brule Lake Trail from the northwest.