Nothing but water...
Laem Thian is a very small bay, or cape rather, on Koh Tao's eastern side. It's very secluded and a hard spot to get to. The bay, however, offers great snorkelling and scuba diving.
There are a few basic resorts in Laem Thian and Laem Thian Resort offers online booking.