Even if the ruling class was high off their tits on whatever substance probably had little to do with anything. Most likely the drug that had the most influence was, and still is, the lust for power.
They say Hitler was very charismatic, inspiring and a great public speaker. I seriously wonder how much drugs he was on at the time and how much that boosted and projected his own confidence (and then subsequently inspired all of his fellow countrymen Germans)?