A study has linked coffee to hallucinating. They think it is caused by the caffeine. Seven cups a day makes you three times more likely to hallucinate than the average person and as little as three cups may make you start hearing voices in your head.
I can’t recall where I heard/read this regarding the research, but it seems that caffeine is suspected in exasperating stress effects on people, including hallucinations.