You can be lonely anywhere. Loneliness is tied to the depth of the connection that you are feeling at that very moment to the people around you. So, I can be lonely anywhere. Sometimes, the more people around the lonelier it gets.
Sorry that you are feeling lonely. I hope you have someone to talk to.