He doesn't have any proof, only a very strong suspicion. One that seems perfectly reasonable to him... "No one else has been in my room and I certainly didn't do it myself."

He's at least 98% percent sure about that. He was simply too sick to get up. He supposes that there was a vanishingly small chance he could have wandered around in his feverish state... but somehow he doubts it.