The carefully orchestrated holiday dinner at her adoptive parents’ house became a battleground of passive-aggressive commentary. Laura kept her voice sweet, saccharine, as she dissected the family's traditions, the "loving" gestures, and the shared memories that now seemed to her like elaborate stagecraft.

She picked at her food, a vibrant green salad, but took no pleasure from it. Everything was a performance. Everything was a lie. Her adoptive brother tried to make small talk, but she just gave terse answers. He’d never understand.

Later, she found herself walking alone in the city, the cold wind whipping at her face. The twinkling lights of the city felt distant and artificial, like the smiles she’d been forced to wear all night.

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