To have an intense, deep-seated longing or desire for someone or something, especially in a slightly melancholy capacity. I grew up in a tiny town in Kansas, yearning for the day I'd get a chance to move somewhere exciting like New York or L.A. All the girls in my class yearned for him, thinking he was this mysterious, brooding hunk, but he was actually kind of an awkward dork when you got to know him.