Depends how near from Tokyo it is. Enoshima is about 1,5 h away by train and is extremely touristy, not so nice and clean.
They are lots of beaches (with cooler water !) off the coast of Chiba, on the Pacific Ocean. It will take you more than 2h from Tokyo to reach them however. Don't expect palm trees. Big waves for surfing, but not landscape.