Rain lashed against the windows of the art gallery, mirroring the tempest inside David. Across the room, Chloe was holding court, reliving their college days when she'd allegedly "discovered" a particular artist. Her narrative was a self-aggrandizing mess, conveniently omitting David's crucial contribution to the artist's early success.

He observed her from the shadows, a bitter taste coating his tongue. Her eyes sparkled with an almost unbearable self-satisfaction. The way she gestured with her hands, the way she tilted her head to garner attention - it all grated.

He took a slow sip of his wine, the cool liquid doing nothing to quench the fire in his chest. Eventually, he would have to speak up. But for now, he simply watched her, her version of events a monument to her inflated ego.

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