Emerald Full Text is not quite full text! In order to search full text articles only, you need to select the radio button "Search only my subscribed journals" on the Quick Search screen. (I have asked Emerald if we can change this to the default screen.)
On the Electronic Resources page, I changed the Full Text column to say "Some" and made a note in the Details "i" box.