The entire day had been a series of small, aggravating events. The movers had been late. The boxes had been mislabeled. The cat had run away. And now, in the new house's overly-ornate bathroom, she was trying to scrub away a stain on the wall that resembled a particularly unfortunate birthmark. She was scrubbing at it with a vengeance, the bristles of the brush scraping against the plaster.

Her hand hit something solid. She pushed. A section of the wall swung open, revealing a tiny room lined with shelves. The shelves were empty. She felt a surge of… something akin to amusement. Of course.

She put the brush away, and walked out.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256