Is it too late to take it back? will he get angry?

It is absolutely NOT too late to take it back. Good for you... I'm glad you gave it some thought. Tell him to stop and find someone else to obsess over However, I have the feeling he won't listen to you... how old are you? Maybe get a "pretend boyfriend", or you may even have to ask an adult for help in convincing him.