This quest is available starting Chapter 4.
Go to the east gate next to the market. Talk to the old man sitting on the bench. He will tell you to sit on the bench next to him; do so, and he will ask you a question. Pick either answer.
Reward: (left answer) Physical Defense +1 and (right answer) 100 gold.