Loneliness is a lack of social interaction due to being aggravated by others. The annoyance first originated from the fear of meeting new people.
"Do what you fear and the fear disappear." -David Joseph Schwartz.
If you suffer from this, put yourself out there. Pick up a new skill that will aid you make friends (Martial Arts, Piano Lessons, Learning a new languages ...etc).