Emeralds cannot disappear. Most probably you purchased some items and forgot about it or unintentionally skipped a quest. It is also possible that Facebook declined one of your purchases after the emeralds were added to your account.
If you suspect the latter (if you lost a significant amount of emeralds and you recently made a payment in the game), please check your email. You must have received a letter with the details.