I know the story, I think. They produced embryos and used them to implant minds of old members of their hidden society which provided a type of immortality. And they kidnap humans from the surface who discover the alternative humans. Or when they feel like it. Don't remember the author/title. I had to abandon the book, some details were extremely disturbing. Read it more than 12-14 years ago, that I know, the library where I found the book closed some 12-14 years ago. I don't think it helps, sorry.