The school bulletin board, plastered with brightly colored announcements and smiling photos, felt like a personal affront to Rebecca. There, in bold letters, was her daughter's class roster, and right below it, her teacher's name: Mr. Davies. A man who, in her childhood, had labeled her as "lacking in creativity". She read the name over and over again.

She felt a sudden pressure in her head, as if a vise was tightening. The cheerful chatter of the other parents around her grated on her nerves. This was a cosmic joke, a cruel twist of fate. She wanted to yell at him for his assessment.

She felt a sudden urge to just run away. She turned and walked away. She didn’t look back. She wouldn't let her daughter endure the same judgements.

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