Reference to Taylor Swift's song "All Too Well (Ten Minute Version) (Taylor's Version) (From the Vault). She left her scarf at Jake Gyllenhaal's sisters' house, and sings about how he still has it.
Taylor Swift fans use it to express their anger ate J*ke Gyllenhaal
*Watching Spider-Man*
"Just give the scarf back, Jake!"