How to stop text vibration on iphone 4?

Every time im on the phone talking to someone, someone texts me and it vibrates and the other person can hear it, How do i turn it off so that it doesn't do that. PLEASE HELP!!! ITS ANNOYING (:
>>> How to stop text vibration on iphone 4?