In December 2017, Van Patten seemingly confirmed her relationship with Nat Wolff when she posted a birthday tribute to the actor on Instagram. While the pair never publicly spoke about their romance, they did make a point to support one another's careers on social media. In May 2018, they walked the carpet together at the Christian Dior Couture spring/summer 2019 cruise collection, where Wolff gave Van Patten a kiss for the cameras.
In 2019, the couple began attending more events together, as well as costarred in the dramedy "Good Posture." An official confirmation of their relationship didn't come until Wolff's celebratory anniversary post in 2020. However, that was the last time they appeared on each other's socials. The next year, though, they were photographed arm in arm at the premiere of Amazon Studios's "Panic" in May 2021. Fans are left wondering whether or not they are still indeed a couple.