The vibrant music and chattering crowd of the party seemed to amplify the silence in Clara’s head. Across the room, Michael, her former partner, was holding court, surrounded by admirers. He was recounting the story of their shared life, a story carefully curated to cast himself in the best possible light.

She watched him from the corner, her expression blank, her eyes cold. The way he gestured with his hands, the way his voice swelled with self-importance – it was all a carefully constructed performance. He was painting a flattering picture of himself, ignoring the pain he had inflicted.

She took a slow, deliberate sip of her drink, the ice clinking against the glass. He was rewriting their history, airbrushing out all of the ugliness. Her face was impassive.

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