In the novel Great Expectations11
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He takes the moral "high road" trying to seem more civilized and law-abiding than Magwitch. He fears that people will scorn him if he continues to accept funding from a criminal. It seems somewhat pretentious to suddenly be so "upright" when he has been perfectly willing to accept help when he thought Miss Havisham was his benefactor.