Anxiety on the pill

Hey! So for the past 3-4 years I have been suffering from severe anxiety, and I have been in treatment for it for about two years. My psychiatrist and I decided to end the treatment before summer cause I had started to get a lot better. The thing is that my anxiety almost vanished when I stopped taking my birth control pill after me and my ex broke up. I was on cerazette. Then, a couple of months ago, I started taking them again cause I met a guy and we’ve been hooking up. And after that my anxiety have gotten worse again. I am almost convinced now that it is because of the pill… anyone else have any experiences with this?? Should I stop taking them and try something else?