Oh joy! I've found how to do it - very simple really, you use the optical trackball. Brushing down across the trackball when the previous searches are displayed selects each one in turn and displays it in the search box.
I've been neglecting the optical trackball, but it does also make editing easier...
Thanks mhotovec, you were spot on.