The aroma of freshly brewed coffee usually soothed Amelia, but today, it did nothing. She slammed the biography onto her kitchen counter, the spine cracking audibly. "A 'whimsical' childhood?" she muttered, pacing the length of her tiny apartment. The author, some know-nothing named Beatrice Finch, had somehow managed to get her hands on private journals, personal photographs, and, worst of all, the narrative of Amelia's life.

Her cheeks burned. The book's opening sentence, "Amelia, a girl whose imagination bloomed like a stubborn weed," felt like a deliberate jab. She reread a passage detailing her disastrous attempt at competitive ice skating in her youth. The words, so carefully chosen, painted her as a clumsy child. Amelia shuddered, pushing the book away. She felt her hands clench, nails digging into her palms.

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