Are you doing anything battery consuming? Mutitasking? Screen? Try ending all of your applications, and then restarting your phone. If not, It looks like you might have a faulty battery. If it's still acting up, try taking it to Samsung. Nothing wrong with that! ;)
BTW, What is your phone...