For a while Dillinger was infatuated with Dayton, Ohio resident Mary Longnacker.  He took her to the 1933 Chicago World's Fair, where this photo was likely taken. Investigators caught wind of the relationship and staked out her apartment in Dayton, capturing the famed outlaw when he paid her a midnight visit. But Dillinger didn't remain in custody for long.