I'd say that removing withdrawal symptoms is a substantial perk. It sounds to me like addicts and non-addicts were more alert after their coffee while people who received placebos were not. This study is really telling us that caffeine addiction can lead to withdrawal, just like any other addiction.
Are you saying that the perks that come with love aren't real? My heart of hearts would beg to differ.