Cerebral supremacy has a quiet undertone to it. It tells the inferior performer that he is not good enough.
You can hide behind the lack of execution in other sports while consoling yourself that your understanding was not inferior. But not in chess. And the hardest part about the sport is to accept that you have lost fair and square. Hence many chess players have a somewhat valid reason for being emotional and egoistic.