You're not supposed to bike (or moped, walk) on the freeway. Maybe you can find a friendlier route, even if it's around the long way, to where you go.
Ever notice a lot of the out-of-the-way places affluent types to go vacation, are car-free or nearly so? From Catalina Island to Corsica, the lack of cars is a big selling point.