On Sunday, January 27, Alice Johnson walked onto the stage at a resort in Indian Wells, California.

In a bright white shirt and suit, Johnson told her story. She started at the moment she saw, on her prison intake paperwork, that her projected date of release was death—that “the only way that I would ever be reunited with my family would be as a corpse.”

Then...