Select the emoji.

A set of emojis will appear, with the current emoji highlighted. Select the highlighted emoji to remove that icon. The emoji will disappear from the bottom of the post.
Note: Users can only remove emojis that they have added to posts (i.e., they cannot remove emojis added by other users).