Question: how do you not follow someone on facebook?
Answer: Go to your friend's timeline page by clicking on their name. The “Following” button will be checked, as shown, meaning that you currently follow the person (i.e. you see their updates on your News Feed). Click the “Unfollow” option to unfollow them.