1) It sends shivers down my spine. 2) It makes the hairs on the back of my neck stand up. 3) It gives me goosebumps.
(1) and (2) I think are pretty interchangeable as expressions of fear or horror. (3) could be a reaction to fear, but it is also a recognized reaction to cold and to other e