He held the letter, his fingers tracing the elegant script. It was his father’s notice of departure from the family business. A business he had always sworn to protect. A business he had always boasted of.

The language was professional, filled with platitudes. But beneath the surface, a vein of coldness. The letter was a shield, protecting himself from scrutiny. All those empty promises, all that self-aggrandizement.

He felt a deep sense of irritation. He crushed the letter in his fist, a sudden surge of frustration. The sound of the paper tearing was the only satisfaction he received.

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