both times you've "this key is sadder" the key you mentioned was a fourth above the first key. are you saying that the circle of fifths gets sadder as it goes around that way? if so, that's just like jacob collier's theory about fifths and fourths, and how movement in fifths makes things lighter and in fourths makes them darker.
that's not really a theory. that's just the way it goes