Lake Superior is the largest lake within U.S. borders. However, if you are looking for a state related to the question, then Lake Superior is located primarily on the border of Michigan, Minnesota, and Wisconsin. But the correct answer to the question would be Lake Superior itself.
If the question is asking for a state where the largest lake can be found, then the closest answer would be Michigan, as it borders Lake Superior.