A mortgage is just a contract. If the buyer breaks the contract by choosing to stop making payments, then, per the contract, the bank can take the house back.

There shouldn’t be any morality considerations that come into play in regards to a mortgage. It should be strictly a business decision as to whether one chooses to walk away. It’s no different than when real estate developers walk away from underwater developments. It happens all the time.