Personally I'd probably have been appreciative of being given a head's up that my help was needed early in the game, and not slammed at the last minute. It actually sounds like the more responsible thing for the coworker to have done, unless they should have gone through a manager/higher up of some sort for work load balancing.

I agree that you shouldn't convince yourself to be annoyed if you're not. :)