More but sure some enzymes are produced and signals are transferred to the brain, so my question to you why are you using the word feel if you do not understand what feelings mean?
Here are some links for brain and feeling

http://www.medicalnewstoday.com/releases/52415.php

http://www.medicalnewstoday.com/releases/52415.php