In one of the tiniest towns, you'll find one of the prettiest pools of Iceland. You have a great view over the ocean while you are swimming your laps, or while sitting in the hot tub.
Next to the parking lot there's a path towards the sea where you can go and see the basalt columns. There's a stairs going down towards the sea where you can see them.