Source : Webster's Revised Unabridged Dictionary (1913)

Guiltiness \Guilt"i*ness\, n.
   The quality or state of being guilty.

Source : WordNet®

guiltiness
     n : the state of having committed an offense [syn: {guilt}]
         [ant: {innocence}]