Furthermore, the fact that this incident is so noteworthy should tell you that it's not exactly a common thing for you to get attacked...and if you make a habit of carrying around thousands and thousands of gold, you should already know that it's not even common for that circumstance.
Brance has been carrying around ~9,000 gold for months and months now, and has never been attacked. I've never bothered converting it into bonds after taxes.