The correct statement that describes this phenomenon is: Magnetic domains within the paper clips align with the magnetic field.
When the electromagnet is placed nearby, its magnetic field causes the magnetic domains within the metal paper clips to align, resulting in a temporary magnetization that attracts the clips towards the electromagnet.