Synonyms for Sullenness (same or very similar meaning)
WordNet sense 1 (a gloomy ill-tempered feeling):
glumness, moroseness
WordNet sense 2 (a sullen moody resentful disposition):
sourness, sulkiness
From the ODE community, based on WordNet
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