If you do not select any users or groups when you select the Private option while creating a new post, then only you can see your posts in your private image gallery.  If you decide to share when you create a post you may choose which of your colleagues or group of your colleagues will see your posts.  You can also just select Public, which will display your post to the entire eRounds community.