Synonyms for Seriousness (same or very similar meaning)
WordNet sense 1 (an earnest and sincere feeling):
earnestness, sincerityWordNet sense 2 (the quality of arousing fear or distress):
distressfulnessWordNet sense 3 (the trait of being serious):
serious-mindednessFrom the ODE community, based on WordNetadd/edit