Its all about people watching and soaking in the atmosphere
If you are there on a weekend there are open air markets streaching all along the board walk with really interesting stalls.
You can swim at the beach....have a picnic on the grass....get food from the vendors..... walk along the path that leads all the way to Santa Monica Pier....hire bikes or blades to use on the path.