The press conference was a nightmare. Every flashbulb felt like a personal insult. Reginald, his rival, stood on the podium, beaming and basking in the adoration of the crowd, showcasing *his* design, the very thing Reginald had mocked when she first showed him the plans. A sickness settled in her gut. She’d tried to remain composed, but the polite applause for *his* “genius” was a physical blow.

She gripped the back of her chair, her knuckles turning white. The room swam a little. The words, "groundbreaking," and "innovative," grated on her ears. It was her idea. She wanted to yell, to scream the truth, but she remained silent, the polite smile plastered on her face a grotesque parody of happiness.

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