Really, the official portraits of Hitler by various painters also showed him with black hair and dark eyes. Goebbels was also darkhaired, with dark eyes. Additionally he was very short and had a club foot. The only noticable exception I’ve heard about him from several sources was that (probably due to having grown up in the Rhineland area) he was the only leading Nazi with a sense of humour.
Goering had brown hair and blue eyes.
Jan