Phrase used to express paralyzing shock. The shock can be from fear, awe, beauty, whatever ya want.
Reference to the movie The Shining, specifically when Danny is frozen, shaking, and drooling.
The Blair Witch Project gave me the dannies!
The part at the end of 2001 was so good/scary/weird it gave me the dannies!