Raised hair on the back of a dog's neck (7)
I believe the answer is:
hackles
(Other definitions for hackles that I've seen before include "They rise on the angry" , "Shackle with animal neck-hairs" , "Hairs on back of animal's neck, may rise with anger" , "Hairs on back of an animal's neck - shackle them" .)