The library was filled with the smell of old paper and leather. Evelyn traced the words on the letter, a document she had come across while working through her late mother's papers. A resignation letter.

Her mother, the fiercely independent artist, had always told her to be free. But this letter… it spoke of compromise, of giving up. Of a quiet retreat. Evelyn felt a jolt of anger.

She shoved the letter back into the file, the action jerky and abrupt. Her mother had never been one to back down from a fight. So why had she quit? The implication was both unsettling and unwanted. It felt like a betrayal of the ideals she had always espoused. She grabbed her coat, ready to leave.

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