The humid air of the solicitor's office felt thick with unspoken resentments. Sarah tapped a manicured nail against the polished mahogany table. Across from her, her brother, Michael, beamed. He’d always been the golden child. Now, the attorney droned on about a trust fund, a substantial one, left entirely to Michael. Sarah's jaw clenched. She knew what to expect. A small, almost insulting, sum for her, and the bulk of their father’s legacy for him. Her stomach churned with a familiar bitterness.

"And for you, Miss Sarah," the solicitor said, his voice hesitant. "Your father left a collection of antique dolls, with a small… monetary value." Sarah forced a smile. A collection of dolls! She pictured the dust-covered porcelain faces, the frilly dresses, the absurd, outdated sentimentality of it all.

Later, walking home, she kicked a pebble, sending it skittering across the pavement. She imagined Michael, already planning his future, a future built on the foundation of their father's wealth. She, on the other hand, had a collection of dolls. The injustice of it all twisted in her gut, a sour taste on her tongue.

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