My thesis explores whether AI understands real emotions or just surface expressions. I created Make It Till You Fake It, a tool that lets users reflect on personal photos and question their displayed emotions. In a world of curated joy, it invites us to rethink authenticity and the emotional truth behind digital memories. Make It Till You Make It