Anxiety can cause very real physical symptoms, headaches, ulcers, high blood pressure etc but I am really concerned that you have chest pain like that. And really it needs to be completely checked out, go back and get a second opinion. Sometimes once a doctor knows you have a mental health problem, they immediately jump to the conclusion that is what it is instead of doing all the physical checks.