Ah, isn't anxiety cruel?
I know what this is like. To sort of calm myself down, I attempt to fight my anxiety thoughts with more logical ones. Like if I feel anxiety about making a mistake, I try to shut down the "omg I'm freakin' horrible and imcompetent" mind with "I'm human and we all make mistakes. Besides, I'll learn from this". This is my own form of cognitive behavioral therapy.