The Blue Jeans Songfacts explains that like many of the songs on Born To Die, this track was inspired by an actual relationship that went sour for Lana.
Blue jeans, white shirt
Walked into the room you know you made my eyes burn
It was like James Dean, for sure
You're so fresh to death and sick as ca-cancer