That is unusual. I've never pulled into a Dunkin Donuts with no cops around.
Seriously, this does sound like it's alternator-related. It sounds like it's not recharging the battery. I once had a '71 Chevelle Malibu that had a similar problem and it was because the alternator belt was loose.