It is normal. You have what is called 'naso-lacrimal ducts' these are tear ducts that are in relation to your nose- like when you cry, your nose runs! So any respiratory activity- like a good yawn- can bring on the tears! Usually a big, long, deep yawn would stimulate the tear ducts.
