Dilong's protofeathers are not what we would recognise as feathers today, but are their evolutionary precursors. Rather than having a central shaft and barbs, they are single flexible filaments that would have covered the dinosaur's body like hair.
I have single flexible filaments on the top of my head.
The fuzz on chicks is single-filament -- likely they can tell the difference between the fossilized remains of mammal fur and chick "fuzz."
Hair did develop from the same structure (scales) as feathers, but it developed in a branch of reptiles (not dinosaurs) that led to mammals and flying reptiles (yes, pteranadon had fur -- at least that's what a few Russian fossils indicate).