I felt a surge of heat rise in my chest as I read the email. My scholarship, gone. A mistake. My stomach twisted into a painful knot. I had poured my heart and soul into securing this funding, and for what?

My hands began to tremble. I sat there at the kitchen table, staring blankly at the coffee cup in front of me, its contents now cold and unappetizing. The world seemed to shrink, the walls closing in.

I went to my room, shut the door, and lay on the bed, staring up at the ceiling and trying not to cry.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217