If it's $100 you walk away, and if it's $100,000, you're less likely to. The problem is, it's not quite a sunk cost -- you may still have a chance of recovering it.
But that hope is also what the person who owes you may use to con you into doing more work for free.
But that hope is also what the person who owes you may use to con you into doing more work for free.