Neil Gaiman's Neverwhere #1

Richard Mayhew stumbles across Door, an extraordinary young lady from a London that Richard never dreamed could exist. A single act of kindness brings a pair of unthinkably ruthless assassins to his flat, and sends him on a quest that could quickly end with his own untimely demise.