The coffee tasted like ash. I watched Michael, across the room, flash his pearly whites. He got the promotion, and the raise, that I deserved. He spent the last two months flirting with the boss’s daughter, so it was all very predictable.

I crumpled the flimsy paper cup in my hand. He hadn't even bothered to learn how to properly use the office espresso machine. I glared, focusing all my frustration into that one spot on the back of his head.

My fingers itched to write a scathing email, to expose him for the fraud he was. But I just took another sip of the awful coffee, and stared out the window.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242