I think that space is much darker than a cave. A cave would be a hole in the earth, about 300 K maybe, some more or less. The microwave background is about 3 K. In your question we assume the stars to be far away, so we disregard them. I'm also disregarding thee gases, they'd emit light, too.

https://en.wikipedia.org/wiki/Black_body_radiation