Lake trout go deep, frogs go deep to avoid the lethal cold temperatures. Lake trout are still feeding, but just barely at 4 degrees. The water at the bottom of lakes is about 4 degrees, water is most dense at 4 degrees, and there is an inversion in the temperature profile in lakes as the water warms/cools. So, it probably found the frog down in the soft substrate.