OK, So I think I finally found the problem. It looks like the Portfolio page has to always has the URL /Portfolio. Something else and it won’t work. That’s pretty weird to me because I’m already selecting the page that will be the portfolio from the Theme Options. Anyway, that’s the way I managed to make it work.