Bunny is a colloquial term for young rabbits and hares. Hare sounds like hair, the loss of which is to go bald. The man is upset at the death of his pet and the resulting loss of his hair. 
The stress of having his beloved pet bunny die caused a man to go bald - - he was very upset about losing his hare .