When you hit an atom with a burst of energy, it causes electrons to move from an orbit close to the nucleus, to an orbit slightly further from the nucleus (excitation). When that induced energy is removed, the electron "sinks" back to the original orbit and emits a "particle" of light.

At least that's how I learned it quite a few years back!