It had been a slow day, but the information hit me like a shot of adrenaline. I walked into the office kitchen and overheard the conversation. I learned the junior staff, was being paid more than me. My hands clenched around my travel mug, the ceramic suddenly feeling cold and slick.

I avoided the new hire, and was reluctant to even be in the same room. I started taking my lunch at my desk, the quiet solitude a stark contrast to the casual chatter that once filled the office.

I found myself deliberately taking longer breaks, stretching out the time away from my desk. When I did work, I worked slowly, the energy drained, the drive to excel diminished.

I started making more frequent, and more extended, personal phone calls, the conversations a way to escape the suffocating atmosphere of the office. The day ended with an exhausted sigh, and the feeling that I had been cheated.

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