My daughter loves to read the Grumpy Monkey books by Suzanne Lang. They're so funny, we laugh everytime we read them and I can see the books being a hit in an audio format!
The series is also great because it teaches kids that their emotions are valid and that they're allowed to feel them and live with them and that that's ok.