Yes, it's elephant seals. And if you drive up Highway One, you'll see the crowds just North of San Luis Obispo and San Simeon. Ano Neuvo has them, too, But that's further North.
The beach is Piedras Blancas
http://www.pelicannetwork.net/sansimeon.html
It is an amazing sight, I agree!