Showing Now You See Me by Lesley Glaister

Since walking out on her life at sixteen, Lamb has lived alone in the gaps between other people's lives. Secretly inhabiting the cellar of an elderly man for whom she cleans, she keeps herself to herself, her life a precarious balancing act until she meets Doggo, a young criminal on the run.