After a fatal accident occurs, Nathan Perry is assigned to the Milwood facility for young adults. During his time at Milwood, Nathan becomes a victim of unforeseen terror and unusual behavior.

The story focuses on a middle-school math teacher Olive and her relationship with Henry which spans 25 years over the four parts. It is based on Elizabeth Strout’s Pulitzer Prize-winning novel.