Sounds like something's amiss with the power supply / cable to the CD drive, or the power cable wasn't put in properly in the first place and fell out somehow. It's most likely a power issue of SOME sort, since even the "eject" button isn't working apparently.
Of course, the drive itself might be completely shot, but here's to hoping that didn't happen.
Swap power cables to see if it's just that one connection.