Last month, Taylor made a comeback by releasing her album, Reputation. US Weekly reported that the singer had a private gathering at Madison Square Garden before her show, arriving with Joe through an indoor garage.

According to a source, Taylor was all smiles during the event, which was held in a private area. US Weekly reported that the party was so exclusive that every hallway was cleared for Taylor to come and go without being seen by anyone.

After her lively show at the yearly Jingle Ball held at Madison Square Garden, Taylor was spotted hopping into an SUV with Joe by her side. US Weekly points out that Taylor and Joe share a special “love key relationship.”

According to a source from the magazine, the couple is described as being deeply in love and they share a passion for exercising, watching movies, and hosting gatherings with friends. It is mentioned that both celebrities were present at the Met Gala in 2016, but it is unclear if that is where they crossed paths. In November of the same year, Taylor was seen attending a showing of his film with Kristen Stewart, titled Billy Lynn’s Long Halftime Walk.