No, sweetheart, unless you were masturbating a guy and his sperm reached your vagina somehow. But not from you masturbating by yourself. When a period is due you do get symptoms, that might be what is happening. But no, you aren't pregnant.
No you are definitely not pregnant as long as you're not having Sexually intercourse