I don't see rejection or rudeness, just a kid who doesn't quite know what Hanyu wants from him and what to do. He tentatively reciprocated with both hands, unfamiliar with the custom of hand shaking.
Yeah, that was my read on it too. Actually, I thought it was cute because Hanyu is being so friendly and happy!