Web properties dialog / Website tab / Underline text links check box.
Never noticed or forgot that option. It would be good if an option something like this was available on the link tab to control underline on individual links, so for example main content links could be underlined as normal but perhaps footer links just underline when hovered or not at all. Anyway that's another problem/topic I guess.