Kate Upton, Justin Verlander

Dimitrios Kambouris/Getty Images for GQ

Kate Upton is ready for some Super Bowl fun with Justin Verlander.

The beautiful duo, continuing to fuel speculation that they back on, cozied up at the 2014 GQ Super Bowl Party sponsored by Patron Tequila, Van Heusen, and Miller Fortune on Friday, Jan. 31 in New York City.

The 21-year-old model donned a sleeveless black leather dress and maroon patent leather heels, while the Detroit Tigers pitcher sported a black dress shirt, a tweed jacket and red slacks.

The blond bombshell was spotted showing off her moves while she danced with the handsome 30-year-old athlete, an eyewitness tells E! News. She was also joined by friends at the bash at the Standard Hotel's Boom Boom Room.

Kate Upton

Craig Barritt/Getty Images for GQ

Upton was "very affectionate" with Verlander, while he was a "complete gentleman" and rubbed her back. They held hands at their booth and she rested her head on his shoulder.

The Sports Illustrated covergirl, who was "humble and friendly to everyone around her," kicked off her heels to bust a move on the dance floor and asked the waiter for a pair of hotel slippers.

That's the spirit!

So which team is Upton rooting for at the big game?

"The Broncos," she revealed exclusively to E! News. "My parents are from there and I love horses."

Upton called it a night at around 1:30 a.m.

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