This quest is available starting Chapter 4.
Talk to the girl near the bench in the alleyway west of South Gate Plaza. She will introduce herself and one of her friends will steal your money. Seek around the city and try to find them. If you find them, you get your money back and a reward. You can do this at least 3 more times.