I don't take birth control, but my mood definitely drops when I'm on my period. I don't know if it's PMS or what, but depression usually gets worse.
I also have ED problems and when I'm on my period I tend to eat more, which generally leads to bad feelings which lead to more depression. So I guess it's multifaceted for me.