Set in 1982, Only Yesterday follows Taeko, a 27 year old office worker who was born and raised in the big city of Tokyo. She decides to go out to the country for a little while to visit family and she finds herself reminiscing of her fifth grade self while on the overnight train. Taeko struggles to figure out what her memories of childhood are trying to tell her as she grapples with the difficulties of adult life.