The air in the courtroom hung heavy, thick with unspoken tensions and the scent of expensive perfume. My brother, Henry, was leaning forward, his posture betraying an almost childlike eagerness to know what he was to gain. I watched him, and a sour taste formed in my mouth.

Henry, the charming one, the social butterfly, was to receive the family's vineyard, a thriving business. The lawyer painted a picture of sun-drenched vines and overflowing profits.

I, the one who worked for years to keep the business going through hard times, was given a single, withered grape vine in a pot.

“Isn’t this simply splendid?” Henry asked, the corners of his mouth upturned in a practiced smile.

I took a deep breath, fighting the urge to tear the whole thing down. “Yes,” I said, my voice tight. “Truly.”

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