(4.3.1)
I tried adding a group and deleting one (no members left in it). After I delete it (and it disappears from the groups list) if I go back to the page it shows again.
I also created 2 new groups. They do not show in the groups list, but if I assigned a user to the group when I created it the user shows they are assigned to the invisible group.