Here's why:
* It describes a noun: You can say "a somber mood," "somber colors," or "a somber expression." It modifies these nouns to convey a quality.
* It doesn't act as a verb, adverb, or conjunction: It doesn't express an action, modify a verb or adjective, or connect clauses.