Roman Passions - A History of Pleasure in Imperial Rome by Ray Laurence (nonfiction)

This book is recent, was great.  Would be a good read even for people who are not Roman-crazy.  I've studied the early Imperial period for 20 years and I was tickled and fascinated by the analysis in this book.  Very good section on the pleasure the Romans took in violence.