Outraged = angry and upset sense = feeling, understanding, opinion, notion
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Mister MicawberYou must read into it:"outraged sense" = "angry and upset feeling about justice and morality [not being upheld]".Thank you once again, Mr Micawber.
It is the person's idea of justice or morality that is outraged in your exampleBest wishes