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Adverb: humorlessly  hyoo-mur-lus-lee
Usage: US (elsewhere: humourlessly)
  1. In a humorless manner
    "he reacted rather humorlessly to these rumors";
    - humourlessly [Brit, Cdn]

Antonym: humorously