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Virtue is its own reward
Self-Rewarding
Understanding that the phrase implies you feel good doing right things without needing external praise. 
Idiomatic Usage
Recognize it's an idiomatic expression meaning the value of virtue is internal, not external. 
Non-Materialistic
It conveys a non-materialistic value, suggesting that the moral satisfaction is more important than material rewards. 