The Collaborative International Dictionary of English v.0.48:
Guiltiness \Guilt"i*ness\, n. The quality or state of being guilty. [1913 Webster]WordNet (r) 3.0 (2006):
guiltiness n 1: the state of having committed an offense [syn: guilt, guiltiness] [ant: innocence]