A little late but:
There are free ($0) parking spots in the garage designated for coastal access.
At the guard house, let them know you are just there to go for a walk along the ocean and they will give you access to the parking garage.
After your (beautiful!) walk, I am sure they will not mind if you come in for a drink as well.