Good morning, New Jersey! Sunset Beach in Cape May Point State Park is the only beach in New Jersey where the sun both rises and sets over the Atlantic Ocean. It is also the only beach in the world where you can find Cape May Diamonds. These little bits of quartz sparkle like diamonds when polished.