“Congratulations, Ashley!” The words felt like sandpaper against my tongue. The office congratulated Ashley on her raise. I, however, could barely bring myself to make eye contact. The announcement, overheard from a conversation, confirmed my suspicions. The recent hire was now making significantly more than me.

My shoulders slumped as I walked back to my desk, the energy draining from my body. I found myself obsessively checking the job listings online, the glossy descriptions of new opportunities mocking me.

I became increasingly irritable, snapping at my coworkers over trivial matters, the tension radiating outwards. When Ashley passed by my desk and offered a friendly, “Good morning!” I simply mumbled a reply and turned away.

That evening, I skipped my usual after-work drinks with the team. I preferred to sit at home, alone, the quiet of my apartment a fragile shield against the rising tide of dissatisfaction.

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