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The latest new couple alert involves Dancing with the Stars pro Derek Hough and former Hills reality star Lauren Conrad. Word on the street indicates that they have been getting cozy.

Last night they were seen at Jason Scoopa‘s weekly live show at Sayers Club in Hollywood, and he was reportedly “very hands on.”

A club guest said, “They were close to each other. He had his arm around her waist. They were dancing and holding hands…and were pretty cozy…definitely playful and flirty.”

Trying to throw off photogs, they kept their distance from each other while a security guard helped them to safely exit the building.

Conrad’s former co-star on The Hills, Kristin Cavallari, is teamed up this season with DWTS pro partner Mark Ballas, who happens to be Hough’s best friend.

Derek and talk-show host Ricki Lake make up Team DRickilous. The DWTS couple landed at the top of the leader board on Monday with a racy jive.

Photo Credit: WENN