Astrid Stawiarz/Getty;Jeremychanphotography/Getty Elliot Page appears to be hard-launching a new relationship TheUmbrella Academyactor shared a photo on Instagram of himself posing withOvercompensatingstar Julia Shiplett, captioned with hearts and rainbow emojis Shiplett has also appeared in the seriesLove Life,High MaintenanceandAmerican Dad! Elliot Pageis celebrating Pride Month with someone special. On Saturday, June 28, theUmbrella Academystar shared a photo onInstagramof himself withOvercompensatingstarJulia Shiplett, seemingly revealing that they are in a relationship. In the selfie, Page and Shiplett, both 38, can be seen posing in black jackets and dark sunglasses, with their heads close together, as they stood in the middle of a street with a rainbow painted down the center. Page captioned the post with rainbow and heart emojis. Elliot Page/Instagram Shiplett — who has also appeared in the seriesAmerican Dad!, Love LifeandHigh Maintenance —also seemingly confirmed the relationship herself, posting a video of Page on her Instagram Stories on Saturday that featured the actor standing shirtless in a hot spring. "Happy prideee 💦😮💨," Shiplett captioned the clip, in which Page can be seen walking through the steaming waters with a grassy landscape behind him. The PEOPLE Appis now available in the Apple App Store! Download it now for the most binge-worthy celeb content, exclusive video clips, astrology updates and more! Representatives for Page and Shiplett did not immediately respond to PEOPLE's request for comment. Julia Shiplett/Instagram Page publicly came out as gay in 2014 and as trans in December 2020, and has since been candid in the past about his relationships with stars includingKate MaraandOlivia Thirlby, which he described inhis 2023 memoir,Pageboy. TheJunostar was last linked to his ex-wife, dancer and choreographerEmma Portner, whom he split from in January 2021 after three years of marriage. In a statement shared with PEOPLE, the former couple announced they had decided to divorce after being estranged for a number of months. "After much thought and careful consideration, we have made the difficult decision to divorce following our separation last summer," they said at the time. "We have the utmost respect for each other and remain close friends." ForPEOPLE's Pride cover storyin 2023, Page opened up about the process of coming out and spoke about how it felt to finally share his truth with the world. Never miss a story — sign up forPEOPLE's free daily newsletterto stay up-to-date on the best of what PEOPLE has to offer, from celebrity news to compelling human interest stories. "It definitely feels a way that I never thought I would get to feel, and that mostly manifests in how present I feel, the ease I feel and the ability to exist. There's been periods in my life where I really felt like I didn't," he said. "So often it's a lot more in the quiet moments," Page continued. "I think we talk about 'trans joy' and euphoria. So much of it is in the stillness. To have my shoulders back. I just was always kind of shut off, anxious. I used to never feel like my skin was my own." Read the original article onPeople