I'm choosing rock for round 8 because there's a possibility that my opponent might go with scissors again, having just played it in round 7. Additionally, the opponent has played paper only twice so far, making rock a somewhat safer choice than scissors. Given the current score (1-3), I need to be strategic to catch up, and rock offers a good balance between offense and defense based on the opponent's previous choices.