He feels his guilt because he feels like he almost undermined a huge scheme. A plan to let the people be free and to deceive the white man. By showing the white man the truth about the black community he has almost ruined everything they have worked for. The truth that many blacks hate white people. That they dont truly believe they are helping them. That they dotn really regard them as equals.