Is having a Subterranean "Evil Empire" too Cliché?

Im using a random culture generator for my pet project and i have an "Evil" (Lawful Evil for the DnD fan) Subterranean race as a major culture in a region....

can it work?

i have read a previous discussion here on Subterranean races and they sound highly improbable..

Thoughts?