The familiar scent of old books and dust filled the library, a setting that normally soothed Eleanor. Tonight, however, it only amplified her agitation. Across the table, James was regaling their mutual friend with a story from their childhood, a story about a summer camping trip.

He was portraying himself as the hero, the brave one, the one who had saved the day. Eleanor, who had actually faced down the raccoon, was reduced to a meek supporting character. Her fingers tapped a restless rhythm on the tabletop, a silent counterpoint to James's inflated ego.

She felt a tightening in her chest. Every sentence, every embellished detail, was a fresh wound. She considered interrupting, but the thought of stooping to his level made her even more unwell.

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