Ex-President Richard Graves has retreated to a cabin in the woods following his assignation attempt last season. His loved ones are concerned about him as he tries to write an autobiography about his life.

Graves and Isaiah go elk-hunting. Margaret searches for her husband so he will be by her side when the primary results are revealed. Olivia considers having a home birth and Jeremy gets advice as his TV talk show goes nightly.

Graves and Isaiah take a chaotic trip to Graves's childhood home, while Margaret hits the campaign trail and is challenged by incumbent Senator Jerry North. Olivia fabricates a story about her baby's father. Jeremy is rattled by rumors.

Graves reunites with his first wife who reminds him of his idealistic youth. Margaret throws a lavish baby shower for Olivia. Jeremy hires a private eye to quell rumors. Isaiah secretly submits Samantha's song to a radio network.

Graves returns to the White House for a state dinner. Margaret networks with politicos but is pestered by Jerry North. Jeremy buddies up with tech billionaire Jonathan Dalton. Isaiah prepares a sushi feast for Katie.

The entire family is on board for Olivia's home birth. A distraught Jeremy undergoes a psychotherapy session, then insists that Margaret discuss who his father really is.

Graves takes over baby duty to help a frustrated Olivia. Margaret commits a televised blunder at the Senatorial Debate. Jeremy receives the paternity test results. Sammy's song goes into rotation.

Graves and Isaiah take the family jet on a rogue diplomatic mission. Margaret has an existential crisis after the debate gaffe. Jeremy visits a yoga retreat. A music producer arrives to assess if Samantha could be the next big thing.

Graves makes amends the only way he can. Margaret's Senate race comes to an end. Isaiah pursues what matters most. Olivia hosts a brunch for her in-laws, who make her a surprising offer. Jeremy takes to the stage and Samantha goes on tour.