Why do we get goosebumps when we're scared?

I understand why we get them when we're cold, but why do they appear when we're afraid, awed, inspired or when something has generally had a profound impact on us? And why are they accompanied by the feeling that 'the goose has walked over the grave' (a sudden shudder)?