"spell of nervousness," 1896, perhaps from the woollies, a dialectal term for "nervous uneasiness," probably in reference to the itchiness of wool garments.
that guy gave me the willies
Wilhelm
will
willful
willfully
William
willies
willing
will-o'-the-wisp
willow
willowy
willpower