The correct statement that describes the phenomenon is:
Magnetic domains within the paper clips align with the magnetic field.
This is because when the electromagnet is nearby, the magnetic field it generates can cause the magnetic domains (small areas of magnetic orientation within the paper clips) to align with that field, resulting in a magnetization effect that allows the paper clips to be attracted to the electromagnet.