Many sources say that it does. See the word "horripilation", for instance. Or no less an authority than Shakespeare, who tells us
I could a tale unfold whose lightest word
Would harrow up thy soul, freeze thy young blood,
Make thy two eyes, like stars, start from their spheres,
Thy knotted and combined locks to part
And each particular hair to stand on ...