It has been my understanding that after the first bomb was dropped, the Japanese did not think it was anything out of the ordinary. That is to say, the damage done was not significantly greater than damage done by traditional bombing raids. The big difference being, of course, that it only took one plane to do what multiple squadrons would accomplish.
