The email was a crisp, concise death knell. “Party cancelled. Regretfully.” Amelia crumpled it in her fist, the paper crackling like a dying flame. Her meticulously planned outfit for the evening, a vibrant emerald dress she'd been itching to debut, now felt like a taunt. She slammed her fist on the kitchen counter, rattling the ceramic salt and pepper shakers. Utterly ridiculous. They’d promised a surprise, a whole shebang, and now…nothing. She stomped over to the mirror, meeting her own furious gaze. She looked fine, actually. They’d missed out.

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