It's one of these quotes that isn't actually present in the source material its associated with (the film that is). It is in the book, kind of:

"The thing's hollow - it goes on forever - and - oh my God! - it's full of stars!"

I imagine because the monolith is found on the moon because it emits a powerful magnetic anomaly.