Our cat does the same thing as soon as a coin door is opened - how the Asteroids Deluxe seems to be the best one once the coin box is removed. She will sit in that recessed area as long as you are around the games...
Plus she learned that when she feels she is being ignored when you are playing it is best to jump up on the machine and lay down on the playfield glass to block your view.