Dark Wild by Piers Torday

Twelve-year-old Kester thought he had discovered the last wild animals in the land. He thought his adventure was over. He was wrong. Below the sparkling city of Premium, deep underground, a dark wild remains: animals who believe the time is right to rise up against their human enemies. And soon Kester realises that he is the only one who can stop them.