The opponent has chosen rock three times in a row, which suggests they might change their pattern. If they anticipate I'll play paper again (since it worked in rounds 6 and 8), they may switch to scissors. By playing rock, I can counter this potential scissors play. Additionally, breaking my own recent pattern might confuse my opponent's prediction model.