Synonyms for Soberness (same or very similar meaning)
WordNet sense 1 (the state of being sober and not intoxicated by alcohol):
sobrietyWordNet sense 2 (a manner that is serious and solemn):
graveness, gravity, somberness, sombrenessFrom the ODE community, based on WordNetadd/edit