Are book clubs too snobby?

When I tell them it’s a romance or an erotic romance, every single one so far has said something along the lines of “Oh, I don’t think that would be suitable for the book club.” This is often followed by “Of course, I’d love for us to read something like that, but the other members would probably throw me!”