This really is normal. As evidence, there are many threads on here from other kids who have the same worry. Just keep on doing what you need to do, exploring new clubs and activities and making small talk with the kids who sit near you in class. I think many times kids who have already found friends act a bit more boisterous and noticeable. There might be some people who are quietly trying to blend in but feeling the same way you do.