I agree that Lois is being overly melodramatic, but in the same situation I would be saying what Supes said.
And I have no problem with a super-powered dog giving Atlas a hard time because (as many people tend to forget) even the sweetest Golden Retriever is a sub species of wolf. Domestic dogs can be just as dangerous as their wild counterparts. They are faster and pound for pound stronger than we are.