The emergency lights cast grotesque shadows, turning the familiar elevator car into a claustrophobic cage. Sarah watched as David paced, a nervous energy radiating from him. He kept muttering about something or other, something she didn't care about. He was always so dramatic. She needed to be focusing on the conference call she was missing, the presentation she was supposed to deliver.

"This is just…" David began, gesturing wildly.

She interrupted him. “Is there anything constructive you can do, or will you continue to flap your arms like a wounded bird? I’d appreciate some silence, if possible.”

He recoiled, his face flushed. Excellent.

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