That specific line is actually from the first book and movie of *The Hunger Games*, where Peeta says it to Katniss during the Games. He says it to try and get her to trust him and to save her life.
It's a significant line because it plays into the complex relationship between Katniss and Peeta, and creates a lot of tension and intrigue.