facebook connect never trigger login to my website

Hi,

I'm configuring DFF connect. Currently when I click on facebook connect button after login, I will be able to connect to my facebook account (facebook photo shown).
However when i click facebook connect button when i'm not login, the only thing i see is my photo appear on the login page. It does not log me into my website.
Anyone can advise what could be the problem?