You could just want to be left alone or a multitude of other things, but one possible explanation could be depression. There are a lot of misconceptions about depression. Two important things to know about depression is that a lot of people who have it aren't depressed about something in particular, they're just depressed. Another things is that especially in teenagers and men, depression can show as anger. It could be something else, but it could be depression. If you have the ability to, I'd talk to a doctor. If not, I've found that self-reflection helps a lot. Just sitting or lying down and thinking can help you realize things about yourself and other people than you would think.