Here's a belated clip of Penny explaining opposites, based on (what else?) Baby Signing Time.
Yeah, that whole "you" and "me" thing is confusing. It reminds me of Smokey Bear, from The Simpsons: "You chose 'you,' referring to me. That is incorrect. The correct answer is 'you!'"