What did he think he was stealing to begin with, lunch? Do normal people walk around with bags of money, taking their funds for a walk?
A lady walking her dog is probably returning home and not going anywhere likely to require money. That's probably why he tried to shoot the dog.
Idiot. (But that kinda went w/o saying, huh?)