第 31 季 共 21 集
播出时间：2023年9月30日
第 1 集 Kylie Minogue, Stephen Graham, David Mitchell, Mawaan Rizwan and Mae Muller
播出时间：2023年9月30日
Graham is joined by Kylie Minogue, Stephen Graham, David Mitchell, Mawaan Rizwan. With music from Mae Muller, performing her single Me, Myself & I.
第 2 集 Bernie Taupin, Catherine Tate, Ashley Walters, Bill Bailey and Christine and the Queens
播出时间：2023年10月7日
Graham is joined by Bernie Taupin, Catherine Tate, Ashley Walters and Bill Bailey. With music from French singer-songwriter Christine and the Queens.
第 3 集 Laura Linney, Dawn French, Adrian Edmondson, London Hughes and the Sugababes
播出时间：2023年10月14日
Guests include: Laura Linney, Dawn French, London Hughes, and Sugababes.
第 4 集 Sir Patrick Stewart, Ralph Fiennes, Bella Ramsey, Layton Williams, Dame Joan Collins and Zak Abel
播出时间：2023年10月21日
Together on Graham’s sofa this week: star of stage and screen Patrick Stewart, talking about his memoir Making It So; Oscar-nominated Ralph Fiennes, playing Macbeth in a groundbreaking new staging of the Shakespeare play; brilliant young actor Bella Ramsey, star of The Last of Us, discussing her role in BBC drama Time; Layton Williams, currently owning the dancefloor on Strictly Come Dancing and the great Dame Joan Collins, whose book Behind the Shoulder Pads lifts the lid on her sparkling life and career. Plus music from Zak Abel, performing his current single Cry.
第 5 集 Arnold Schwarzenegger, Dame Judi Dench, Jay Blades, Jack Whitehall and Duran Duran
播出时间：2023年10月28日
Graham is joined by Dame Judi Dench, Arnold Schwarzenegger, Jack Whitehall and The Repair Shop's Jay Blades. With music from the legendary Duran Duran, performing their new single, Black Moonlight.
第 6 集 Sarah Snook, Miriam Margolyes, Greta Lee, Boy George and CMAT
播出时间：2023年11月4日
Among the guests on Graham’s sofa tonight: Succession star Sarah Snook, returning to the West End for her one-woman play The Picture of Dorian Gray; pop legend Boy George, talking about his autobiography Karma; The Morning Show actor Greta Lee, starring in romantic drama Past Lives; and the irrepressible Miriam Margolyes, whose book 'Oh Miriam!' tells stories from her extraordinary life. With music from CMAT, performing her new single Stay for Something.
第 7 集 Sean "Diddy" Combs, Ashley Jensen, George MacKay, Chris & Rosie Ramsey and Jessie Ware
播出时间：2023年11月11日
On Graham’s sofa tonight: guests include Grammy-winning American rapper and record producer Diddy.
第 8 集 Michael Fassbender, Jennifer Saunders, Daisy Haggard, Phil Wang and Take That
播出时间：2023年11月25日
On Graham’s sofa are: Hollywood star Michael Fassbender, who stars in football comedy Next Goal Wins and action thriller The Killer; comedy legend Jennifer Saunders, starring in Peter Pan at the London Palladium; Back to Life star Daisy Haggard, in new BBC drama Boat Story; and pop supergroup Take That, who chat and perform their current single Windows.
第 9 集 Julia Roberts, Tom Hanks, Timothée Chalamet and Cher
播出时间：2023年12月2日
Together on Graham's sofa tonight: a first-time appearance for Pretty Woman and Erin Brockovich star, Julia Roberts, promoting her new film, Leave the World Behind; twice-Oscar-winning Hollywood great Tom Hanks, talking about his epic London installation The Moonwalkers: A Journey with Tom Hanks; and music legend Cher, chatting and performing her current single, DJ Play a Christmas Song.
第 10 集 Julianne Moore, Paapa Essiedu, Jamie Oliver, Ricky Gervais and Olivia Dean
播出时间：2023年12月9日
Graham is joined by Oscar-winner Julianne Moore, comedy superstar Ricky Gervais and celebrity chef and campaigner Jamie Oliver. With music from Olivia Dean.
第 11 集 Imelda Staunton, Jamie Dornan, Jack Lowden, Ncuti Gatwa and Gregory Porter
播出时间：2023年12月16日
Together on Graham’s sofa are Imelda Staunton, Ncuti Gatwa, Jamie Dornan and Jack Lowden. With music from Gregory Porter, who performs his song Christmas Wish.
第 12 集 Dominic West, Michelle Keegan, Jacob Anderson, Alan Carr and Teddy Swims
播出时间：2024年1月6日
Graham is joined by The Crown star Dominic West, Oscar-nominated actress Rosamund Pike, Game of Thrones actor Jacob Anderson and comic Alan Carr. Teddy Swims performs his latest single, Lose Control.
第 13 集 Kevin Hart, Sofía Vergara, Jodie Comer, Alan Cumming and Tom Odell
播出时间：2024年1月13日
Graham is joined by US comedy great Kevin Hart, Killing Eve and Broadway star Jodie Comer, Modern Family's Sofia Vergara and Scottish-American actor Alan Cumming. With music from Tom Odell.
第 14 集 Andrew Scott, Paul Mescal, Da'Vine Joy Randolph, Kingsley Ben-Adir and The Last Dinner Party
播出时间：2024年1月20日
Actors Paul Mescal, Andrew Scott, Kingsley Ben-Adir and Da'Vine Joy Randolph join Graham on his sofa.
第 15 集 Bryce Dallas Howard, Bryan Cranston, Daniel Kaluuya, Kevin Bridges, Bradley Cooper, Carey Mulligan and Elbow
播出时间：2024年1月27日
Actors Bradley Cooper, Carey Mulligan, Bryan Cranston, Bryce Dallas Howard, Daniel Kaluuya and comedian Kevin Bridges join Graham on his sofa.
第 16 集 Sterling K. Brown, Dakota Johnson, Colman Domingo, Domhnall Gleeson and Paul Russell
播出时间：2024年2月3日
Graham is joined by Fifty Shades star Dakota Johnson and Sterling K Brown, who stars in the critically acclaimed satire American Fiction. Paul Russell performs his current single Lil Boo Thang.
第 17 集 Sir Ian McKellen, Michael Sheen, Ambika Mod, Josh Widdicombe and Gabrielle
播出时间：2024年2月10日
Graham is joined by knight of the stage and screen Ian McKellen, award-winning actor Michael Sheen, actor Ambika Mod, and top comic Josh Widdicombe. With music from chart-topper Gabrielle, who performs her single A Place in Your Heart.
第 18 集 Jodie Foster, Olivia Colman, Lorraine Kelly, Wanda Sykes, Austin Butler, Josh Brolin and Calvin Harris & Rag'n'Bone Man
播出时间：2024年2月17日
Graham is joined by Hollywood great Jodie Foster, Oscar winner Olivia Colman, US comedy great Wanda Sykes and doyenne of British TV Lorraine Kelly.
第 19 集 Kate Winslet, Cate Blanchett, Dua Lipa, Adrian Lester and Justin Timberlake
播出时间：2024年2月24日
Together on Graham’s sofa are Oscar-winner Cate Blanchett, starring in Australian period drama The New Boy, great British actress Kate Winslet, talking about her new miniseries The Regime, award-winning singer-songwriter Dua Lipa, discussing her latest work, Hustle star Adrian Lester in the historical action series Renegade Nell, and pop superstar Justin Timberlake, who chats and performs his new single Selfish.
第 20 集 Compilation (1)
播出时间：2024年3月9日
The first of two compilations of highlights from the recent series, featuring a host of stars, including Arnold Schwarzenegger, Julia Roberts, Tom Hanks and Dame Judi Dench, Ncuti Gatwa, Kylie Minogue, Timothée Chalamet, Cher, Jay Blades, Greta Lee, Miriam Margolyes and many more.
第 21 集 Compilation (2)
播出时间：2024年3月23日
The second of two compilations of highlights from the recent series, featuring a host of stars, including Emma Stone, Kevin Hart, Paul Mescal, Sofia Vergara, Colman Domingo, Jodie Foster, Sir Ian McKellen, Kate Winslet, Sterling K. Brown, Carey Mulligan, Da'Vine Joy Randolph, Bradley Cooper and many more.
