The lawyer’s sterile office seemed to shrink with every word. Amelia gripped her purse so hard her knuckles ached. This woman, who vaguely resembled her, yet was utterly unknown, was the product of a secret her father had guarded zealously. A secret that had apparently produced another daughter. Disbelief warred with a simmering fury she couldn't quite articulate.

Her voice, when she finally spoke, was tight. "And he... just never mentioned her?" The lawyer, a man with a perpetually apologetic expression, just shrugged.

Amelia stood abruptly, the chair scraping against the polished floor. She felt a heat prickle beneath her skin. "I need to... go." The words felt inadequate, hollow. She wanted to scream, to shatter something. The world tilted slightly as she pushed past the lawyer and out into the bright sunshine, which felt offensively cheerful.

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