The letter felt strangely heavy in her hand. The childish handwriting, so meticulously formed, now seemed cloying and insincere. She remembered the rage that had fueled its creation. The feeling, now, was something akin to annoyance.

She sat in the armchair, the letter spread across her lap. *I hope you are well,* the opening line read. She snorted, a sharp, dismissive sound. The young person who wrote this, filled with such manufactured sentimentality, was a stranger.

She skimmed the page, her eyes scanning the words without really seeing them. She wanted it to be over. She folded the letter with a sharp snap, then cast a look at the fireplace. It should be burned, she thought.

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