Feelings of uneasiness. Often used with the:
The dark, dank cave gave me the willies.
A state of nervousness; jitters.
Staying in the haunted house gave me the willies.
He knows a bad case of the willies will be our first response.
Well, the only way I can describe it is just the willies. Like, somebody's watching me.