Sneak out for fun of course! Olympia is a trickster and likes playing pranks on others. Not without the help of someone else of course. Her original plan was to prank the captain of the royal guard but she ended up finding out that the Duke and Duchess were going to commit mass genocide. (Good thing she snuck out)