 He resigned from the Confederate Army in 1864 to join a plot to take over the governments of Ohio, Indiana, and Illinois and establish a Northwestern Confederacy.When the plan to take over Chicago was discovered, Grenfell and some 150 others were arrested.In what became known as the "Chicago Conspiracy", Grenfell was tried, convicted, and sentenced to hang.