I don't know if this helps anyone or not, but I discovered the secret is hitting F3 to reset the game. I noticed this not just on Asteroids but on Centipede as well, that if the LEDs aren't showing correctly, a reset fixes it, but this has to be done every time the game is booted up. ??
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I have officially retired from sucking at everything I do. Life is much easier now.