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Sophie Turner, Joe Jonas

TheImageDirect.com

Things seem to be heating up between Joe Jonas and Sophie Turner.

The two stars, who recently sparked romance speculation, were seen leaving a New York City hotel together on Wednesday when the casually clad couple stepped out all bundled up to keep warm with the cold Manhattan temp.

In fact, the pair are said to reportedly be spending Thanksgiving weekend together. "He thinks she's a cool girl," a source told People. "She's always been into him, but he's starting to like her more and more."

However, it's unclear if the Game of Thrones will join Jonas on his family day snow trip.

During an appearance on Live! With Kelly Ripa, Joe revealed what the Jonas family have planned for Turkey Day. "Tomorrow everybody flies in together," Joe said yesterday. "We're going to pick our parents up and go skiing in Mammoth." 

Rumors that something was happening between Jonas and Turner started buzzing last weekend after the pair was spotted getting cozy at a pre-MTV Europe Music Awards event.

E! News learned that the DNCE member and Game of Thrones star enjoyed the music of Kings Of Leon in Rotterdam, Netherlands Saturday night.

The pair also appeared to be getting quite close as the band played their hits including "Sex on Fire" and "Use Somebody."

In photos obtained by E! News, Joe was seen putting his arm around Sophie as they sat by fellow DNCE members. At one point, it appears that the "Cake by the Ocean" singer also leaned in for a kiss.

An eyewitness told People that the pair was in fact kissing during the show. "They seemed pretty comfortable," the source shared. "They were really close together."

What do you think of this new couple? Sound off in the comments!