Exciting. Exhilarating. You would think that  hair on fie is a bad but in this phrase’s sense it shows a feeling of astonishment or amazement. (Compare to Hoot or Bitchin’.)

“Watching that  young gal ice skate so beautifully, sets my hair on fire.”