Chihuahuas will attack anything! The most aggressive dogs I've ever met have usually been chihuahuas or miniature pinschers.
But I'm not too sure how scared of him those robbers were. They seemed to be ignoring him completely.

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"You gotta help us, Doc. We've tried nothin' and we're all out of ideas!"