Depends...you want rocks/mountains/forests and rugged nature? Go west. Want water/beach, go east over the bay bridge.

I know you said "drive" but C&O Canal and Great Falls is not too far and I really enjoyed walking around there. Offers a bit of both. You can hike along the Potomac but there's also a lot of rugged forest and rocky terrain around too.