Everybody feels loneliness at different times, and to different extents. There are also circumstances where one can feel lonely while surrounded by people. People have to remember though, that there is always someone thinking about them. You think about certain people and wish that they were there. There is someone else that you don't often think about who is thinking about you. There are always people who care about you and you have to remember that.
You're not alone.