I just made multiple purchases at once and they are not showing up under my orders tab. The money was taken from my Paypal account and paid to the sellers. Do I just have to wait or should I be concerned?

Not normal.. assuming you don't see anything on the My Orders Section as you have noted.

Probably best to open a support ticket.