Joe and Paul are living together in their three bedroom flat in Camden, Number 34. Living with them are two lodgers, Andrew and Simon. After a night out at the Black Cap they meet Louis, who after one night influences the future lives of the tenants. Deeper and Deeper explores the journey between the secrets, the lies, hidden tensions and challenges that makes friendships stand the test of time.