Dust motes danced in the single shaft of sunlight illuminating the tiny, locked box. Arthur had always been so meticulous, so predictable. This little metal tomb, tucked away in the back of the closet, felt like a deliberate insult. He'd never even trusted *her* with the grocery money.

He fumbled with the key, his fingers clumsy with a strange, unpleasant energy. His stomach churned. The box popped open, revealing crisp, unmarked bills. He hadn't been able to make rent this month, they’d struggled. He'd had to sell a family heirloom. He took a deep breath, and then closed the box again, and walked to the liquor cabinet.

He poured a generous measure of scotch, the amber liquid glinting in the afternoon light. He stood there, motionless, the silence of the house pressing in on him. This was going to be a long evening. He needed the courage to address this deception. Or maybe just the courage to let it slide.

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