Being from NJ, I've really wanted to stay at the Boardwalk as well. The whole atmosphere is great, though- from the boardwalk promenade to the International Gateway gardens area (my personal favorite) to a scenic stroll around the lagoon.
Fun fact: Our family's yearly vacation spot in Stone Harbor, NJ shares the name of the concierge at the Beach Club, which is known as the "Stone Harbor Club".