Methinks the lady protested too much and insincerely

Perhaps it's because bugger is used more affectionately here, but, whatever the reason, I read the slogan as a good-natured jibe, and am sure that's what was intended. Had I been sufficently brave, I would have laughed aloud and complimented her on it, instead of smiling quietly to myself.