Store-bought vanilla extract is nasty and of very low flavor. To get good vanilla flavor, you need one of two things: 1) actual vanilla beans, or 2) Mexican/Central American vanilla extract. Otherwise I wouldn't be surprised at all if the flavor is gone as commercial vanilla extract is crap.