I think that it simply means that if you held a dollar in your hand in 1913, it would buy you far more then then it would now. I think a buck buys a candy bar these days.
On the other hand if you bot KO stock or one ounce of gold back then compared to now they would have gone up while what you could buy with a Federal Reserve note went way down.