Not familiar with that lake. Are there creeks or rivers feeding it? Is it possible the fish have moved into or just outside of them for pre spawn?
There's a small river that runs into the north end of the lake that some fish move up into during the warmer months but not enough to cause the fish population on the lake to decline.