sandra mathis , 52 , charged with murder for allegedly stabbing 48-year-old husband multiple times after argument .
mathis was caught on camera weeping with blood on her face as she was being handcuffed .
couple , who had problems with alcohol , lived in makeshift camp under a bridge in san diego .