One possibility is that the action has the dialog marked to open when it comes to that step in the action. Consider this screen shot:
If you see he little box I've circled by one of the steps in your action, then it has been marked as a step to stop at. If you don't want that, click on the little icon to toggle it off.
Cheers,
rfs