I've also recently started to commute and that's exactly how I feel. And don't your legs feel great all day, too? When I sit down at my desk, my legs have this pleasant warm buzzing feeling, like they are telling me "come on, let's get back on the bike!"
Before I started commuting, I imagined myself riding to work maybe once or twice a week, but now I ride every single day.