Friendships form in places where you have continuous interactions with people over some common theme... school, soccer, pottery class, church, meetup and... you guessed it, work. It's perfectly normal to connect with people you like at work and create long lasting friendships. There is no rule that states your common ground and interest with people at work has to be work related.