"The head of the non-profit." The way she described the work. The tireless hours. The dedication to the cause. The tears. Now, looking at the spreadsheet she'd accidentally left open on her laptop, it was all lies. All a sham. A game.

She slammed the laptop shut, the sudden noise echoing in the quiet room. Her knuckles were white. The familiar feeling of frustration and exhaustion was a dull ache. She looked at the calendar on the wall, at the long list of commitments, now all meaningless. She would go for a walk. She needed to breathe.

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