He ran his fingers over the cracked leather of the album, the photographs whispering silent accusations. It was his grandmother’s. She’d been the saint, the matriarch, the pillar of the family. He’d always pictured her baking apple pies in a spotless apron. The picture of her, however, leaned against a motorcycle, a cigarette dangling from her lips, her eyes hooded with a knowing glint, felt alien, a betrayal. He tossed the album onto the floor, the sound echoing in the otherwise silent room. His chest ached, a hollow ache of disgust.

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