The solicitor cleared his throat. "To Daniel, the family estate… and a sizable sum." Daniel practically beamed. His sister, Olivia, was left with a small apartment in the city and a collection of their mother's jewelry.

Olivia’s cheeks flushed a delicate pink. She’d always yearned for independence, but a collection of trinkets felt like a consolation prize. She wanted to yell out.

Later, she walked through the city, feeling the weight of the jewelry in her purse. She tried to appreciate the small inheritance, the reminder of her mother. But the sight of Daniel's house, a sprawling mansion nestled in the countryside, still stung.

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