Since the fired round is "gripping" the chamber after expanding from firing, it sits stationary while the bolt rotates to unlock. The mark left is the steel ejector making a drag mark. The brass is softer than steel, so it will mar a little bit. The reason it doesn't do it with an unfired round is due to the casing being able to rotate with the bolt during feeding and extracting.