The story
In reference to actor Matthew Lewis, who played Neville Longbottom in the Harry Potter film series. Lewis was perceived to have become significantly more attractive as an adult.
Etymology from Wiktionary, CC BY-SA 4.0.
Neville Longbottom
Today it means: To unexpectedly become significantly more attractive after going through puberty. Full definition →