Yeah, those are called "running farts." Anytime you kick up your cardio, regardless of the exercise, it seems like the movement and especially the increased breathing seems to cause gas and a lot more frequent bowel movements.
It happens the most with running, so remember it the next time you're having problems going number two. Drink a bottle of water and jog for ten to twenty minutes. In place, on the treadmill, or outside works.