Expected to spend his retired years living quietly outside Santa Fe, NM, former President Richard Graves spins out into an existential crisis when he realizes that the policies of his time in office 25 years ago have messed up the country and decides to go on a journey to right his administration’s wrongs.

The family and staff try unsuccessfully to prevent Graves from finding out that Martin Treadwell, the man who tried to assassinate him 25 years ago, is seeking a furlough to visit his dying mother. Margaret is approached by the Republican Party and invited to launch a Senate campaign, while Isaiah and Olivia get too close for Isaiah's comfort.

Graves is forced to acknowledge that his views are on the wrong side of history as he reluctantly attends his speechwriter’s marriage…to another man. Meanwhile, Olivia falls deeper in love with Arturo and Margaret gets a surprising call from an old friend with benefits, tech billionaire Jonathan Dalton. Isaiah tries to prep Jeremy for a local morning news show but he’s more interested in throwing a party.

­After learning his longtime friend and political ally ex-U.K. Prime Minister Trevor Lloyd is dying of cancer, Graves takes off to see him in Baltimore for one last adventure. Isaiah and Sammy join him, and Isaiah gets a peek behind the curtain when she takes him to visit her family. Olivia enlists Jeremy’s help when she realizes she’s in over her head with Arturo and Margaret finds herself falling into familiar patterns as she and Dalton strategize on her campaign.

Concerned about her husband’s strange behavior, Margaret arranges for a therapist to visit the Graves home and hold a session for the family… that does not go smoothly. While news of Treadwell’s furlough hearing sends Jeremy into an adrenaline-fueled rage, Olivia acts out over her impending divorce. Sammy and Isaiah grow closer as she fights with her deadbeat boyfriend.

At a Republican convention, Graves enlists Isaiah’s help to quell dangerous rumors about Margaret’s relationship with Jonathan Dalton. Margaret manages infighting among her team as she prepares to officially announce her candidacy at the convention. Olivia and Jeremy feel the pressure as the FBI starts asking questions about their connection to Arturo. Treadwell escapes his security escort and leaves his mother’s hospital room on a mission.

Graves works on his autobiography in seclusion. Isaiah visits to bring him back. Margaret Graves competes in the primaries with the help of her new campaign team. Olivia and Samantha develop a friendship, while Jeremy embraces his TV success.