In the OS X Contacts app (v7.1) how can I delete a group? I've accidentally created a group in the Contacts app, below 'All Contacts'. How do I delete it?

If I remove the group name it renames itself to 'untitled group'. Here's a screenshot of what I see:
Select the group
Click "Edit" in the menubar
Click "Delete Group"
Click Delete