a guilty conscience vs compunction

a guilty conscience

compunction

noun

  • A pricking of conscience or a feeling of regret, especially one which is slight or fleeting. 

How often have the words a guilty conscience and compunction occurred in a corpus of books? (source: Google Ngram Viewer )