Period & pregnant???

This might be a stupid question.... But is it possible to get your normal period and still can be pregnant???? I've been feeling weird sore boobs, vivid dream every night, nauseous. I took a pregnancy test the same day before I got my period and it was negative but I feel confused 
Have any of you ladies had your normal period and still were pregnant?!