The hip-hop mogul posted an adorable video of himself dancing (and teaching his daughters how to dance) to the song "Grown Woman" from the singer's new self-titled album.
"Beyoncé's album makes me feel like..." he yelled, and fell to the ground while he was dancing, as his little ones and their friends giggled in the background.
The dance party went down at his 7-year-old twins Jessie and D'Lila's birthday slumber party Friday night, at which the four girls in the video were dressed up in Hello Kitty pajamas.
"Y'all got watch my midnight birthday dance with My daughters. Happy Birthday Jessie James and D'Lila Star!!! Daddy loves you!!!," Diddy wrote on Instagram Friday.
Speaking of Diddy's family, the rapper showed off his family's Christmas card on Instagram earlier that day, posting a photo of himself with his three daughters Jessie, D'Lila, and Chance, sons, Justin and Christian, and stepson Quincy.
"I would like to send this Combs Christmas card to you and yours! Happy Holidays from the Combs family. May God bless you with love and happiness in 2014....and a little bit of money $$$$ :) thank you @NickSaglimbeni for the photo! #CombsFamilyChristmas," Diddy captioned the snap.