I am a computational social scientist. Most of my work comes down to one stubborn problem: the things that matter most in politics — attention, affect, identity, trust — are the hardest to measure. I build and test instruments for measuring them. Lately the instrument I am most interested in is the language model itself: I evaluate what it does from the outside, and open it up to see how it works on the inside.