Hi, and thanks for your medical question on eHealth forum!
In all probability you have an imperforate hymen which is a thickened and harder than usual hymen with no hole for passage of menstrual blood. Since you have all the secondary sexual characteristics, it is likely that you had periods that did not flow out. Though chances of hormonal imbalance are less, I suggest you consult a gynecologist immediately. Hope this helps. Take care!