The Collaborative International Dictionary of English v.0.48:
Moodiness \Mood"i*ness\, n. The quality or state of being moody; specifically, liability to strange or violent moods. [1913 Webster]WordNet (r) 3.0 (2006):
moodiness n 1: a sullen gloomy feeling 2: having temperamental and changeable moods