Want Safe Ejection of a Cruzer Edge 8GB

Worst comes to worst, shut down the machine, then remove the Cruzer and reboot.

In Windows Explorer does the Cruzer show as a Removable Disk or a Fixed Disk?  Did you possibly select the Windows ReadyBoost option in the Windows AutoPlay window when you plugged it in?