'KUWTK': Kris Jenner reacts to Kanye West featuring Caitlyn in 'Famous' music video: 'I was speechless'

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Keeping Up With the Kardashians kicked off season 12 on Sunday, and took viewers back to The Forum in Inglewood, California for the debut of Kanye West's "Famous" music video in June.

For the first time, fans got to see how the Kardashians initially reacted to the controversial video, and it wasn't too surprising that Kris Jenner didn't love it.

The video features totally nude likenesses of a number of celebrities including Taylor Swift, Amber Rose, Ray J, Rihanna and others, all laying in a giant bed with West, who also appears nude alongside wife Kim Kardashian.

WATCH: Kanye West's NSFW 'Famous' Video Features Taylor Swift Lying Naked in Bed With 11 More Famous Faces

However, it seems the topless likeness of Caitlyn Jenner was the real cause of Kris' anger, as Caitlyn's appearance in the video was kept secret from all the Kardashian-Jenner family members, except for Kim. Caitlyn and Kim were also the only two featured celebs that Kanye notified before releasing the video featuring their likenesses.

See photos of Kris Jenner:

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HOLLYWOOD, CA - JANUARY 26: TV Peronality Kris Jenner on Hollywood Today LIVE, the nationally syndicated daytime entertainment talk and variety show. She revealed the secret to managing the careers of her six famous kids and how she went from mom to 'momager'. on January 26, 2016 in Hollywood, California. (Photo by Tommaso Boddi/Getty Images for Hollywood Today Live)
CENTURY CITY, CA - DECEMBER 10: Kris Jenner attends Pioneer Awards Honoring Terry Semel on December 10, 1990 at the Century Plaza Hotel in Century City, California. (Photo by Ron Galella, Ltd./WireImage)
DUNN'S RIVER, JAMAICA - SEPTEMBER 29: Kris Jenner and Bruce Jenner attend Dunn's River Celebrity Sports Invitational on September 29, 1993 at the Sandals Resort in Dunn's River, Jamaica. (Photo by Ron Galella, Ltd./WireImage)
LOS ANGELES - AUGUST 28: Kris Jenner attends the '56th Annual LA Area Emmy Awards ' at the Academy of Television Arts and Sciences August 28, 2004 in Los Angeles, California. (Photo by Mark Mainz/Getty Images)
CULVER CITY, CA - MARCH 21: Kris Jenner attends Mercedes Benz Fashion Week held at Smashbox Studios on March 21, 2007 in Culver City, California. (Photo by Mark Davis/Getty Images)

LOS ANGELES, CA - OCTOBER 28: TV personality Kris Jenner attends the signing for 'In The Kitchen With Kris.'

Credit: Chelsea Lauren via Getty Images

WESTLAKE VILLAGE, CA- OCTOBER 25: TV personality Kris Jenner signs copies of her new book 'In The Kitchen With Kris.'

(Photo by Jeffrey Mayer/WireImage)

RIDGEWOOD, NJ - OCTOBER 21: Kris Jenner signs copies of her cookbook 'In the Kitchen With Kris' at Bookends Bookstore on October 21, 2014 in Ridgewood, New Jersey. (Photo by Michael N. Todaro/WireImage)
NEW YORK, NY - OCTOBER 20: Kris Jenner attends Angel Ball 2014 hosted by Gabrielle's Angel Foundation at Cipriani Wall Street on October 20, 2014 in New York City. (Photo by Dimitrios Kambouris/Getty Images for Gabrielle's Angel Foundation)
LOS ANGELES, CA - OCTOBER 17: Kris Jenner is seen on October 17, 2014 in Los Angeles, California. (Photo by Bauer-Griffin/GC Images)
LOS ANGELES, CA - OCTOBER 09: Television personality Kris Jenner attends Charlotte Tilbury's 'Make-up Your Destiny' beauty festival at Nordstrom at the Grove on October 9, 2014 in Los Angeles, California. (Photo by Imeh Akpanudosen/Getty Images)
LOS ANGELES, CA - OCTOBER 09: TV personalities Kim Kardashian and Kris Jenner attend 'Charlotte Tilbury arrives in America: VIP Beauty Launch Event' presented by Nordstrom at The Grove on October 9, 2014 in Los Angeles, California. (Photo by Donato Sardella/Getty Images for Charlotte Tilbury/Nordstrom)
CULVER CITY, CA - OCTOBER 08: TV personality Kris Jenner attends the fifth annual PSLA Autumn Party benefiting Childrens Institute, Inc., sponsored by Saks Fifth Avenue, with fashion partner Donna Karan at 3Labs on October 8, 2014 in Culver City, California. (Photo by Angela Weiss/Getty Images)
PARIS, FRANCE - SEPTEMBER 30: (L-R) Justin Bieber, Kendall Jenner and Kris Jenner attend the CR Fashion Book Issue No.5 Launch Party hosted by Carine Roitfeld and Stephen Gan at The Peninsula Paris on September 30, 2014 in Paris, France. (Photo by Kristy Sparow/WireImage)
PARIS, FRANCE - SEPTEMBER 30: Kris Jenner arrives at the Chanel show during Paris Fashion Week, Womenswear SS 2015 on September 30, 2014 in Paris, France. (Photo by Jacopo Raule/GC Images)
PARIS, FRANCE - SEPTEMBER 28: (L-R) Kim Kardashian, Kanye West, their daughter North West, Mother of Kim Kardashian, Kris Jenner and Fashion designer Riccardo Tisci pose backstage after the Givenchy show as part of the Paris Fashion Week Womenswear Spring/Summer 2015 on September 28, 2014 in Paris, France. (Photo by Bertrand Rindoff Petroff/French Select/Getty Images)
PARIS, FRANCE - SEPTEMBER 25: Kris Jenner, Kim Kardashian and Kanye West attend the Balmain show as part of the Paris Fashion Week Womenswear Spring/Summer 2015 on September 25, 2014 in Paris, France. (Photo by Antonio de Moraes Barros Filho/WireImage)
PARIS, FRANCE - SEPTEMBER 25: Kris Jenner arrives at the 'Art District' apartments on September 25, 2014 in Paris, France. (Photo by Marc Piasecki/GC Images)
PARIS, FRANCE - SEPTEMBER 24: Giancarlo Giammetti, Kendall Jenner and Kris Jenner attend the Buro 24/7 Fashion Forward Initiative Presenting Natalia Alaverdian, Founder and Creative Director of A.W.A.K.E. at The Peninsula Hotel on September 24, 2014 in Paris, France. Event is hosted by Kim Kardashian, Miroslava Duma, and Melvin Chua. (Photo by Victor Boyko/WireImage)
LOS ANGELES, CA - SEPTEMBER 22: Kris Jenner seen at LAX on September 22, 2014 in Los Angeles, California. (Photo by GVK/Bauer-Griffin/GC Images)
BEVERLY HILLS, CA - SEPTEMBER 13: TV personality Kris Jenner attends the Brent Shapiro Foundation for Alcohol and Drug Awareness' annual 'Summer Spectacular Under The Stars' at a private residence on September 13, 2014 in Beverly Hills, California. (Photo by David Livingston/Getty Images)
NEW YORK, NY - SEPTEMBER 10: Kris Jenner is seen on September 10, 2014 in New York City. (Photo by NCP/Star Max/GC Images)
LOS ANGELES, CA - AUGUST 27: Kris Jenner and Dean Cain are seen on August 27, 2014 in Los Angeles, California. (Photo by Bauer-Griffin/GC Images)
LOS ANGELES, CA - AUGUST 06: Kris Jenner is seen in Calabasas on August 06, 2014 in Los Angeles, California. (Photo by Bauer-Griffin/GC Images)
LOS ANGELES, CA - JULY 11: Kris Jenner is seen on July 11, 2014 in Los Angeles, California. (Photo by SMXRF/Star Max/GC Images)
NEW YORK, NY - JUNE 27: Kris Jenner is seen on June 27, 2014 in New York City. (Photo by NCP/Star Max/GC Images)
NEW YORK, NY - JUNE 27: Kris Jenner and Kourtney Kardashian are seen at Khloe Kardashian 30th birthday at pier 61on June 27, 2014 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - JUNE 27: (L-R)Kris Jenner,Kendall Jenner, Kourtney Kardashian,Kylie Jenner,Kim Kardashiain on there way to Khloe Kardashian 30th birthday parte at pier 61,on June 27, 2014 in New York City. (Photo by Raymond Hall/GC Images)
TODAY -- Pictured: (l-r) Kathie Lee Gifford, Kris Jenner and Hoda Kotb appear on NBC News' 'Today' show -- (Photo by: Peter Kramer/NBC/NBC NewsWire via Getty Images)
NEW YORK, NY - JUNE 05: (EXCLUSIVE COVERAGE) TV Personality Kris Jenner, wearing a Valentino dress, visits the SiriusXM Studios on June 5, 2014 in New York City. (Photo by Astrid Stawiarz/Getty Images)
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"I was speechless watching it because I didn't know what I was going to be looking at," Kris said of the graphic video. "To see that up on the screen that big was kind of crazy."

Kris also voiced displeasure at Kim's close relationship with Caitlyn, and told daughter Khloe Kardashian that she was "so pissed" that Kim styled Caitlyn for her appearance at the 2016 ESPY Awards.

Kris raged out at her daughter over the phone, screaming, "Kim, you are a f**king traitor!... You're not going to f**king play this game anymore!"

WATCH: Kim Kardashian Called a 'F**king Traitor' by Kris Jenner in Explosive 'KUWTK' Teaser

"I just exploded because I finally was feeling what I needed to feel for so many years," explained Kris, who told Kim that she "expects loyalty" and that she had been "feeling abandoned."

See photos of Caitlyn Jenner:

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Caitlyn Jenner out and about
BEVERLY HILLS, CA - FEBRUARY 28: TV personality Caitlyn Jenner arrives at the 2016 Vanity Fair Oscar Party Hosted By Graydon Carter at Wallis Annenberg Center for the Performing Arts on February 28, 2016 in Beverly Hills, California. (Photo by John Shearer/Getty Images)
BEVERLY HILLS, CA - FEBRUARY 14: Chris Rock, A. J. Calloway and Caitlyn Jenner attend the 2016 Pre-GRAMMY Gala and Salute to Industry Icons honoring Irving Azoff at The Beverly Hilton Hotel on February 14, 2016 in Beverly Hills, California. (Photo by Kevin Mazur/WireImage)
NEW YORK, NY - FEBRUARY 10: Caitlyn Jenner is seen on February 10, 2016 in New York City. (Photo by Ignat/Bauer-Griffin/GC Images)
NEW YORK, NY - FEBRUARY 09: Caitlyn Jenner is seen on the streets of Manhattan on February 9, 2016 in New York City. (Photo by Michael Stewart/GC Images)
RANCHO PALOS VERDES, CA - FEBRUARY 02: Executive Producer Caitlyn Jenner speaks at the AOL 2016 MAKERS conference at Terranea Resort on February 2, 2016 in Rancho Palos Verdes, California. (Photo by Alberto E. Rodriguez/Getty Images)
PASADENA, CA - JANUARY 14: Tv personality Candis Cayne (L) and executive producer/tv personality Caitlyn Jenner speak onstage during the 'I Am Cait' panel discussion at the NBCUniversal portion of the 2016 Winter TCA Tour at Langham Hotel on January 14, 2016 in Pasadena, California. (Photo by Frederick M. Brown/Getty Images)
LOS ANGELES, CA - JANUARY 04: Caitlyn Jenner Hosts Special Screening Of 'Tangerine' at Landmark Nuart Theatre on January 4, 2016 in Los Angeles, California. (Photo by Steve Granitz/WireImage)
Caitlyn Jenner speaks to the Chicago House luncheon at the Hilton Chicago on Thursday, Nov. 12, 2015. (Nancy Stone/Chicago Tribune/TNS via Getty Images)
NEW YORK, NY - NOVEMBER 09: Olympic gold medalist Caitlyn Jenner attends Glamour's 25th Anniversary Women Of The Year Awards at Carnegie Hall on November 9, 2015 in New York City. (Photo by Taylor Hill/Getty Images)
NEW YORK - NOVEMBER 08: Caitlyn Jenner seen at the Soho House for dinner on November 08, 2015 in New York, New York. (Photo by Josiah Kamau/BuzzFoto via Getty Images)
NEW YORK, NY - NOVEMBER 08: Caitlyn Jenner seen leaving 'Therese Raquin' on Broadway in Midtown on November 8, 2015 in New York City. (Photo by Robert Kamau/GC Images)
LOS ANGELES, CA - OCTOBER 27: Caitlyn Jenner attends Logo TV's 'Beautiful As I Want To Be' web series launch party at The Standard Hotel on October 27, 2015 in Los Angeles, California. (Photo by Tibrina Hobson/Getty Images)
LOS ANGELES, CA - OCTOBER 27: (L-R) Chandi Moore, Candis Cayne, Caitlyn Jenner and Geena Rocero attend Logo TV's 'Beautiful As I Want To Be' Web Series Launch Party at The Standard Hotel on October 27, 2015 in Los Angeles, California. (Photo by Gabriel Olsen/FilmMagic)
LOS ANGELES, CA - OCTOBER 27: Caitlyn Jenner attends Logo TV's 'Beautiful As I Want To Be' Web Series Launch Party at The Standard Hotel on October 27, 2015 in Los Angeles, California. (Photo by Gabriel Olsen/FilmMagic)
LOS ANGELES, CA - OCTOBER 03: TV personality and activist Caitlyn Jenner speaks onstage during the Point Foundation's Annual Voices On Point Gala at the Hyatt Regency Century Plaza on October 3, 2015 in Los Angeles, California. (Photo by Jason Kempin/Getty Images for The Point Foundation)
PACIFIC PALISADES, CA - SEPTEMBER 12: Caitlyn Jenner attends the 8th Annual Safety Harbor Kids Polo Classic Fundraiser at Will Rogers State Historic Park on September 12, 2015 in Pacific Palisades, California. (Photo by Michael Bezjian/Getty Images)
LOS ANGELES, CA - SEPTEMBER 03: Caitlyn Jenner is seen on September 03, 2015 in Los Angeles, California. (Photo by gotpap/Bauer-Griffin/GC Images)
LOS ANGELES, CA - JULY 24: (EXCLUSIVE COVERAGE) Caitlyn Jenner attends Culture Club's performance at the Greek Theatre on July 24, 2015 in Los Angeles, California. (Photo by Kevin Winter/Getty Images for Nederlander)
LOS ANGELES, CA - JULY 24: Caitlyn Jenner introduces Boy George and Culture Club at The Greek Theatre on July 24, 2015 in Los Angeles, California. (Photo by Tibrina Hobson/WireImage)
NEW YORK, NY - JUNE 29: Caitlyn Jenner is seen in Tribeca on June 29, 2015 in New York City. (Photo by Alo Ceballos/GC Images)
NEW YORK, NY - JUNE 30: Caitlyn Jenner arrives at Patrica Field store in Soho on June 30, 2015 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - JUNE 30: Caitlyn Jenner is seen coming out of Patricia Field store in New York City on June 30, 2015 in New York City. (Photo by Raymond Hall/GC Images)
NEW YORK, NY - JUNE 30: Caitlyn Jenner is seen on June 30, 2015 in New York City. (Photo by NCP/Star Max/GC Images)
NEW YORK, NY - MAY 14: (L-R) Diane Sawyer, Caitlyn Jenner, and David Sloan attend the 27th Annual GLAAD Media Awards at Waldorf Astoria Hotel in New York on May 14, 2016 in New York City. (Photo by Bryan Bedder/Getty Images for GLAAD)
LOS ANGELES, CA - JUNE 10: Caitlyn Jenner is wearing a dress from Moschino seen before the Moschino Fashion Show in the streets of Downtown Los Angeles on June 10, 2016 in Los Angeles, California. (Photo by Timur Emek/Getty Images)
LOS ANGELES, CA - JUNE 10: Caitlyn Jenner (L) and singer Katy Perry attend the Moschino Spring/Summer 17 Menswear and Women's Resort Collection during MADE LA at L.A. Live Event Deck on June 10, 2016 in Los Angeles, California. (Photo by Kevin Winter/Getty Images)
MALIBU, CA - JULY 03: Caitlyn Jenner seen out for grocery shopping on July 03, 2016 in Malibu, California. PHOTOGRAPH BY Barcroft Images London-T:+44 207 033 1031 E:hello@barcroftmedia.com - New York-T:+1 212 796 2458 E:hello@barcroftusa.com - New Delhi-T:+91 11 4053 2429 E:hello@barcroftindia.com www.barcroftimages.com (Photo credit should read Barcroft Images / Barcroft Media via Getty Images)
LOS ANGELES, CA - JULY 13: TV personality Caitlyn Jenner attends the 2016 ESPYS at Microsoft Theater on July 13, 2016 in Los Angeles, California. (Photo by Kevin Mazur/Getty Images)
Republican transgender rights activist Caitlyn Jenner participates in a Big Tent Brunch organized by the American Unity Fund in Cleveland, Ohio, during the Republican National Convention, on July 20, 2016. / AFP / Ivan Couronne (Photo credit should read IVAN COURONNE/AFP/Getty Images)
LOS ANGELES, CA - JULY 21: Caitlyn Jenner is seen on July 21, 2016 in Los Angeles, California. (Photo by BG010/Bauer-Griffin/GC Images)
LOS ANGELES, CA - SEPTEMBER 14: Caitlyn Jenner is seen at LAX on September 14, 2016 in Los Angeles, California. (Photo by starzfly/Bauer-Griffin/GC Images)
LOS ANGELES, CA - AUGUST 19: Actress Candis Cayne and TV personality Caitlyn Jenner attend a cocktail reception Benefit for onePULSE Foundation at NeueHouse Hollywood on August 19, 2016 in Los Angeles, California. (Photo by Alberto E. Rodriguez/Getty Images)
LOS ANGELES, CA - OCTOBER 22: Caitlyn Jenner attends the 15th Annual Queen USA Transgender Beauty Pageant at The Theatre at Ace Hotel on October 22, 2016 in Los Angeles, California. (Photo by Vincent Sandoval/WireImage)
BEVERLY HILLS, CA - OCTOBER 24: Caitlyn Jenner attends the screening of Summit Entertainment's 'Hacksaw Ridge' at Samuel Goldwyn Theater on October 24, 2016 in Beverly Hills, California. (Photo by Tommaso Boddi/WireImage)
THOUSAND OAKS, CA - OCTOBER 27: Caitlyn Jenner plays a tee shot during practice for the PGA TOUR Champions PowerShares QQQ Championship at Sherwood Country Club on October 27, 2016 in Thousand Oaks, California. (Photo by Ryan Young/PGA TOUR)
LOS ANGELES, CA - NOVEMBER 14: TV personality Caitlyn Jenner attends Glamour Women Of The Year 2016 at NeueHouse Hollywood on November 14, 2016 in Los Angeles, California. (Photo by Steve Granitz/WireImage)
MALIBU, CA - NOVEMBER 19: (L-R) Brandon Jenner, Caitlyn Jenner and Brody Jenner attend the Brandon Jenner Record Release Party For 'Burning Ground' on November 19, 2016 in Malibu, California. (Photo by Earl Gibson III/Getty Images)
LOS ANGELES, CA - JANUARY 07: Olympic athletes Caitlyn Jenner and Simone Biles attend Life is Good at GOLD MEETS GOLDEN Event at Equinox on January 7, 2017 in Los Angeles, California. (Photo by Emma McIntyre/Getty Images)
WEST HOLLYWOOD, CA - FEBRUARY 26: Caitlyn Jenner and Andreja Pejic arrive at the 25th Annual Elton John AIDS Foundation's Oscar viewing party held at The City of West Hollywood Park on February 26, 2017 in West Hollywood, California. (Photo by Michael Tran/FilmMagic)
BEVERLY HILLS, CA - FEBRUARY 26: Caitlyn Jenner attends the 2017 Vanity Fair Oscar Party Hosted by Graydon Carter at the Wallis Annenberg Center for the Performing Arts on February 26, 2017 in Beverly Hills, California. (Photo by C Flanigan/Getty Images)
RANCHO MIRAGE, CA - MARCH 29: Caitlyn Jenner walks across the fairway of the 9th during the ANA Inspiration Pro-Am at Mission Hills Country Club on March 29, 2017 in Rancho Mirage, California. (Photo by Kelly Kline/Getty Images)
BEVERLY HILLS, CA - APRIL 01: TV personality Caitlyn Jenner (L) and Paris Jackson attend the 28th Annual GLAAD Media Awards in LA at The Beverly Hilton Hotel on April 1, 2017 in Beverly Hills, California. (Photo by Todd Williamson/Getty Images for GLAAD)
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Kim made up for it by taking her mom on a Pretty Woman-inspired champagne lunch date in the same Beverly Wilshire Hotel suite the iconic movie was filmed in.

"I felt really bad about getting really angry at you, I really did -- it took me by surprise. Even my emotion surprised me," Kris apologized to Kim.

"I don't have anybody to talk to that's been through anything similar, you know?" she continued. "You guys can talk to your girlfriends. As a wife who was with somebody for all that time, that's a lot of memories and a lot of years and a lot of Christmas Eves, and a lot of Father's Days and Mother's Days and Easters. I don't really think about it day-to-day, but for some reason that hit me, I guess, just the wrong way."

WATCH: FLASHBACK -- Kim Kardashian Is the Butt of Mom Kris' Jokes in Her First 'Keeping Up With the Kardashians' Scene

Speaking in a solo interview with the KUWTK cameras, Kris admitted that the last few years have "been challenging."

"I've always wanted to be there for my kids and have kind of pushed my feelings down below the surface so that I don't have to feel anything," Kris explained. "I think that sometimes you have to feel what's going on inside and I just exploded because I was finally feeling what I needed to feel for so many years and it just all came out in one moment."

Check out the video below for more of Kris's aggressive outburst and the aftermath of her fight with Kim.


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