I believe he is talking about the fact that the bombs were dropped on Japanese Civilians, and not military targets.

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"Goddamn it, you'll never get the Purple Heart hiding in a foxhole! Follow me!"
- Captain Henry P. "Jim" Crowe (Guadalcanal, January 13, 1943)