Only once had Steve been touched like that. He had been running through the park when he accidentally knocked over another guy. He wasn't mad at Steve, but simply ran his hands over his face. The woman with him explained that it was like seeing with his hands, since his eyes didn't work.
While Peggy's hands roamed, Steve wrapped his arms loosely around her in an almost protective fashion. He wasn't going to lose her again.