Why doesn't a contrapositive of "some statements" turn to "no statements" work? Since "some statements" have a lower bound of at least one why doesn't the negated statement become "not at least one or none"

Some Dogs are mean (AT LEAST one or more dog is mean)

why isn't the negated : no dog is mean

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