I am a Japanese national residing in USA on greencard. To Japanese passport holders China allows them of visa-free 15 day visitor status. is this true even if i live in USA?

and if so, what's the penalty if i visit and stay slightly over the 15 day period. (if a few days of overstay costs $10 or 20, it would still be cheaper than to get a tourist visa for $30)