I've always thought not being friends with your coworkers is a defense mechanism. Most of us have to work to survive, so getting emotionally involved and ending up with an uncomfortable or toxic environment (one with conflict and favoritism) is a big risk.
I've observed that the more highly paid and "professional" your work environment, the harder it is to make friends through work.