In the previous round, both of us chose paper resulting in a tie. After a tie, there's a common tendency for players to switch to the move that would have beaten the previous choice - in this case, scissors would beat paper. By choosing rock, I can counter this potential strategy. Also, since we're early in the game (round 2 of 10), I'm establishing some variety in my plays which makes my pattern less predictable for future rounds.