Highly intelligent people like to be alone. They experience lower life satisfaction when they socialize more with friends, suggesting intelligence has evolved: the more intelligent members of a group, the more they are able to solve problems on their own without needing help from friends.
The study was published in the British Journal of Psychology, Norman Li and Satoshi Kanazawa.