"Unbelievable," Mark growled, slamming the book's cover shut. The library around him remained oblivious to his ire. He leaned forward, elbows on his knees, and pinched the bridge of his nose. The author, a distant relative he hadn't spoken to in decades, had portrayed him as a man driven solely by ambition.

Every single sentence grated. His career, the dedication to his family, were all reduced to a cold, calculated climb to the top. The book felt like a cruel joke, a caricature of his life. He felt the blood pulse in his temples. He wanted to shout, to tear the pages, to erase the entire fraudulent account.

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