My sister was playing DDR earlier and I pointed out to her (since she hasn't played much of the game) that although sometimes it says "Good" it doesn't mean it. When your timing is off you get a "Good" but it breaks any step streaks you had.
My only conclusion is that the game is being sarcastic.
You know what, DDR? Screw you.