When opening the fullscreen map after loading an existing single player world the map is centered on spawn instead of player's position.

Do you have the right mod? EMI doesn't have any maps of the world.

Pardon me, a minor and temporary case of cerebral flatulence. I was intending to take this issue to Journeymap.

EMI works fantastic, btw!