If you have never had sex, then you are not pregnant. Depending on your age and how long you have had your period, your body may not be in a cycle yet thus causing you to miss your period. You could be stressed out or your period could be coming giving you symptoms that you are pregnant, even though it is just your period coming.
Don't worry, if you are a virgin then you are not pregnant.