I understand, but Security guard undoubtedly had many training sessions about not chasing for stealing stupid little stuff.
He either knew and/or recognized them, or they dissed him in some way that required he follow them.
The female thief was the one who murdered the Home Depot employee. She had worked as a security guard in the past. The "security guard" is the criminal in this case.