We have an off-sale app with a not cleared for sale IAP. When attempting to delete the IAP it prmopts for confirmation. When confirmed, it changes the prompt button to "removing." The page then reloads and loads the main iTunesConnect landing page (post login home screen).
The in-app purchase is not deleted.