“USB Drive not formatted” on one computer, but fine in another

I was working on a friend’s computer this last weekend and I ran into a problem where her Kingston DataTraveler 16 GB suddenly stopped working on her Windows 7 Home Premium PC. My netbook, Eek, is currently running Windows 7 Ultimate and recognized it just fine. This was only the start of the USB problems.