If you apply a voltage across a capacitor, it 'charges up' by storing the electrical charge as an electrical field inside the device.
A similar though opposite situation occurs in an inductor; the applied voltage remains high with low current as a magnetic field is generated, and later becomes small with high current when the magnetic field is at maximum.