Your wife hasn’t been reading that nonsense, has she?

Using form as a criterion for adverbhood leaves us with a highly mixed bag of forms with little in common, such as HOWEVER, OFTEN, NOT, VERY, MORE, EVEN, OUT, DOWNSTAIRS, etc.

His tardy performance bordered on incompetence.

“You're riding bitch, bitch,” Bobby said to her.