The West Thumb Geyser Basin is situated at the western edge of a large bay along the shores of Yellowstone Lake. This area is known as the West Thumb caldera which was formed by a volcanic eruption that took place 174,000 years ago. This bay is actually a smaller caldera within the larger Yellowstone caldera. The resulting caldera filled with water, creating the bay.