Stephen Colbert explained to Late Show viewers how President Donald Trump blew the lid off the “deep state” plan to infiltrate his campaign and hand the election to Hillary Clinton. Follow Trump down this latest rabbit hole: The ‘deep state’ FBI embedded a spy very early in the campaign. The bureau paid this spy massive sums of money to sabotage the Trump campaign, with false claims of Russian collusion that would appear in the press.