This episode aired on TV in 1998. Landon's going to have a looooooooong wait between then and 2015.
Those are lyrics from "Invisible Sun" by The Police. And yes, the asshole who kidnapped Elly would in fact kill her for a cigarette. Hell, he'd kill her for less.