The email arrived, a concise announcement devoid of any personal sentiment. He was leaving for a "fantastic opportunity." *Fantastic*. The audacity. She reread the message, the words twisting in her gut like a tightening knot.

She started pacing her apartment, the confines of her small space suddenly feeling suffocating. Every object in the room seemed to radiate the injustice. She picked up a framed photo of him at a conference, a grimace contorting her face.

He had never truly seen her, or the work. The realization settled over her like a heavy shroud. Her hands clenched until her knuckles turned white. She tossed the photo into the trash.

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