could mean you know this direction could mean adjectives and you see here the word pretty is an adjective so it itself would output a key that says by the way i'm an adjective right so if the cat asks then if this node asks for an adjective and this outputs uh the adjective vector then because the inner product between the two things is high this will be routed here so attention mechanisms basically information routing that's how i always describe it but in this paper we look at it more like these here are the patterns that are