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Yes, dreary is an adjective--a dreary day.
Dreary means unhappy, bored, down in the dumps, depressed
The abstract noun form of the adjective 'dreary' is dreariness.
Looking out the window and seeing the rain confirmed that it was a dreary day.
dreary