I've had issues with the Crutchfield harnes. The ground wire isn't actually hooked up to anything. The stock stereo gets its ground through the frame.

Interesting side effect: the radio will only work if it is actually INSTALLED. While it is hanging out of the dash, I got no power at all.

I'd check that, first. Although I didn't get ANY power and it sounds like you are...