wouldn't use anything that was black/grey/brown/ or any other really dull ugly color. Bright primary colors are awesome.
I honestly think its a physiological thing. Warm bright colors are warm and inviting thus making you more open to using them. While colors like black are more intimidating, thus turning you off.