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It should be unhappier.
Oxford English Dictionary
unhappy
• adjective (unhappier, unhappiest) 1 not happy. 2 unfortunate.
— DERIVATIVES unhappily adverb unhappiness noun.
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TheFreeDictionary.com
un·hap·py (n-hp)
adj. un·hap·pi·er, un·hap·pi·est
1. Not happy or joyful; sad or sorrowful: unhappy over his friend's departure.
2. Not satisfied; displeased or discontented: unhappy with her raise.
3. Not attended by or bringing good fortune; unlucky.
4. Not suitable; inappropriate: an unhappy choice of words.
un·happi·ly adv.
un·happi·ness n.