The story of Guys and Dolls is based on short stories written by Damon Runyon . It is based on `` The Idyll of Miss Sarah Brown '' and `` Blood Pressure '' , two short stories by Damon Runyon , and also borrows characters and plot elements from other Runyon stories , most notably `` Pick the Winner . ''