The numbers didn't make sense. I stared at the financial report, seeing the disparity reflected in cold, hard facts. The junior employee was being paid more. My gut twisted with a sharp, unpleasant feeling.

I felt a surge of energy, but the energy was directed towards a quiet, seething anger. I began to actively look for ways to undermine my colleague.

I started to take all the valuable resources from the shared storage room. I began to show up to meetings, and ask questions designed to stall the meeting.

I started to look for new jobs. The office, which had once been a familiar and comfortable space, now seemed foreign, and hostile.

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