I've been scouring the web for explanations of Stimulated emission, and have seen questions Like this one on directions and frequencies, this one on energy conservation, this one one lasers and stimulated emission, and this question on explaining what stimulated emission is. I have found a lot of these unsatisfactory and I can't quite pinpoint why.
My current understand is as follows: I can start by imagining a two level system, $|e\rangle, | g \rangle$ with some difference in energy given by $\hbar \omega$. If my system starts in the excited state, an incident photon in resonance, thus with some energy $\hbar \omega$, can cause the system to drop to the ground state and release a photon with the same energy and in the same direction. I'm also still looking for a reference that quantizes the electric field and shows this, but in a semiclassical picture, a treatment of Time Dependent Perturbation theory seems to show that this can happen.
My question is: What is the intuitive reason for this process to occur, and how does the second photon know what direction to travel in?
I'm finding the explanation that "a perturbation can cause emission" to be unsatisfactory because it isn't obvious to me physically what part of the harmonic perturbation would give the photon a direction. I've seen explanations that tried to relate this to constructive interference in the field as well. There have been explanations that say a photon in resonance "shakes" the two-level system in resonance leading to emission, but I don't see the connection to the directionality of the emitted light. I guess I just don't understand why amplification should happen when a photon interacts with a two-level system in the excited state.
This entire line of questioning started when a friend asked me (at the atomic level) how a mirror works, and I've been finding more gaps in my knowledge on basic light-matter interactions!