what you'll see is over the entire data set um k goes into that direction so i guess let's go to tis here this this seems pretty easy so k uh is in this direction and this is simply the amount of like how so in each you you let a data point run through it you measure k for that particular layer one you see this is layer one head four okay this is one layer one attention head and then you can see that the number k is distributed like this okay so contrast this to this head right here where it's a lot of weight on the number