'Dying To Meet You' is a phrase that we often use, and so it was appropriate for a Daily Star headline on a story that Princess Kate was shocked to see a 'dead body' when she visited the Turner Contemporary gallery in Margate.  The 'body' was in fact a piece of art by local contributor Jeremy Miller.  

If you're dying to do something, it simply means you are very eager to do it.