I know they exist, at least insofar as there are books I'm frankly embarrassed to admit I've read (no, I will NOT name names, so don't ask...publicly). But I'm not sure where the line is drawn between "fun, light read" and "guilt because I read."
Guilt because you're reading about pleasure is another thing entirely.