The exact same thing happens with my '09 Impreza 2.5i. Manual transmission. After sitting for a while, a clunk noise comes from the rear of the car after you've been driving forward for a few seconds... maybe 15 meters or so. It sounds kind of like the doors locking, but they are not locked, so I don't think it's that.