You can use a non-breaking space between the words that you'd like to keep together.
I'm not familiar with Apple's iWork, but in MS Office and OpenOffice you can do this with Ctrl+Shift+Space. It's sort of a standard shortcut, so you could try the equivalent combination for your system (Wikipedia says it's Option+Space).