Does an electron absorb light when it falls back down to ground state?

No, an electron does not absorb light when it falls back down to the ground state; instead, it emits light. When an electron in an excited state returns to a lower energy level, it releases energy in the form of a photon, which corresponds to the difference in energy between the two states. This emitted light is what we observe as spectral lines.