I believe it could. There is also "caffeine-induced anxiety disorder" in DSM-IV.
"Caffeine and Anxiety
Most people know that caffeine can cause anxiety-like symptoms, including heart palpitations, rapid heartbeat, elevated blood pressure, jittery feelings and insomnia, when consumed in...