Before he temporarily stepped down from his position last week as chief of the Sanford, Fla., police department, Bill Lee Jr. gave an explanation of his decision not to arrest George Zimmerman for killing Trayvon Martin. Lee said he had no reason to doubt Zimmerman's claim of self-defense.