I would also check to make sure that the stopper is sealed tightly and that the airlock is seated properly in the stopper. Good to make sure you don't have any co2 escaping besides from the airlock.
It is also possible, depending upon the gravity of the starter, that the yeast fermented all the wort before you looked at it.