"remember me" relies on you not discarding cookies at the end of a session - if you have set your cookie preferences to delete at the close of a session then it will be jettisoned by your browser
I have been deleting the "cookies", yet keeping the "active login" in Firefox, I will try and see how it may work out, when not deleting the "cookies".