Well if you want realism:
We have no idea what the lanterns are, so the amount of light they emit is up to the devs. The torch is pretty true-to-life, torches don't emit a whole ton of light. This is underground, so pitch black is expected.
Besides all that, the darkness in Lv1-2 is a big part...