And just because taxes were taken out of your paycheck doesn't mean that the correct amount was paid to the US government. As a student, you may very well have been due a refund of taxes paid during a summer job or part time work as my college age son's have received refunds of taxes withheld in past years. You should go back and check if a refund was due in past years.
