What do you mean nothing happens? Does the display go off?
Try connecting a multimeter to the wires of the stereo to confirm that it is getting proper +12V (and to confirm that it's properly grounded).
Also, try disconnecting the speakers from the stero to see if the stero then works (OK, it'll be quiet but the display should light up and function normally). Once that's working, try reconnecting the speakers.