A note from Cleveland Clinic. Cacophobia is an anxiety disorder that involves intense, irrational fear of ugliness. People with the condition may worry about being ugly themselves or encountering something they consider to be ugly. The fear is subjective, meaning the individual determines what is ugly and frightening.