I Didn’t Understand QKV, So I Hand-Crafted an Induction Head

I understood select name from Person where k=42, and I still could not map it to Q, K, V. So I built a 15-dimensional toy transformer by hand, two attention heads, eight matrices, no training, and watched it predict the next token correctly 87% of the time.