A Clash of Kings (A Song of Ice and Fire, Book 2)
No spoilers on the rest of the books in the comments, please! I'm only on the third book.
Why I picked it up: I loved the first book and couldn't stand not knowing what came next in the lives of all these characters.
Read more of the spoiler-free review.