Is Tony crazy? Steve is not letting him stumble around trying to find people blind. He lightly tugs at the bag, and follows in step, carefully trying to ensure that Tony doesn't run into anything on the way.

He's trying to make his displeased Captain America face, but that's one benefit to being blind. Can't see Steve crossing arms over his chest being a lecturing dad.