The deep blue colour of a solution of sodium in liquid ammonia is due to

Sodium dissolves in liquid ammonia and ionises to $\mathrm{Na}{}^{+}$ and electrons, which are solvated by ammonia molecules. These ammoniated electrons absorb in the red region and give the blue colour; they are also the actual reducing agent in the Birch reduction.