Metro 2033 is a highly atmospheric linear first person shooter with a focus on narrative and world building set in post apocalyptic Russia, it's based on a novel of the same name. Resources are rather scarce in the tunnels, but shooting your precious rare ammo feels awesome nonetheless. I recommend playing on ranger difficulty if you are good enough for maximum immersion.
This version is overall harder and has better lighting than the redux version as the latter was simplified in some ways for consoles at the time. Have fun, and don't trust prostitutes.