Liam stared at the printout. “Chronic fatigue syndrome… and a history of… *self-harm*?” He re-read the words, each syllable a punch to the gut. He'd gone in for a simple check-up, a slight cough. The nurse’s questioning gaze felt like a judgement. He’d told her he felt fine, if a bit tired. The doctor's later concern, the careful tone, made his skin crawl.

He felt a flush creep up his neck. He crumpled the paper into a tight ball, the edges digging into his palm. He wanted to scream, to lash out. Instead, he forced himself to breathe, to unclench his jaw. He left the clinic without another word, the crisp autumn air offering no comfort.

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