What does this icon mean? There is no corresponding notification in the pull-down.
If it only happens when the phone is plugged in, I seem to remember this referring to the fact that Android Debugging was activated, though I also thought this usually showed a pull-down notification as well. If it only happens when you're plugged into a computer, try un-selecting Android Debugging under settings, and see if it goes away.