How does rubbing feet on carpet cause static electricity?

Rubbing your feet on carpet causes the transfer of electrons from the carpet to your body, creating a buildup of negative charge on your body. When you touch a conductor (e.g. metal object), the excess electrons flow rapidly back to the ground, causing a spark of static electricity.