I don't remember, but does the manga have the handshaking scene in it too? I'm inclined to think probably not, since Goku and Piccolo were the only ones who could actually tell he wasn't some random, but it's entirely possible he had the ability to at least give an impression of energy.
That said, his power level was probably only 5 anyway.