He stared, mouth agape, at the glittering, familiar diamond. The pawn shop owner, a man whose face was perpetually etched with a world-weary frown, eyed him with suspicion. Mark's jaw clenched. The thought of his grandmother's ring, a family heirloom, residing in this dusty, forgotten corner of the city, was maddening.

"That's… that's my grandmother's ring," Mark stammered, his voice tight. He felt a hot flush crawl up his neck. The ring, once worn with such grace, now sat nestled amongst broken watches and chipped trophies.

“You got proof?” the owner challenged, his gaze unwavering. Mark's fists balled at his sides. He fumbled for his wallet, desperate to leave with the ring. The callousness of the situation, the way the man dismissed his connection to the ring, stirred a bitter resentment.

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