He walked into the shop, a whirlwind of conflicting emotions swirling within him. Seeing his grandmother's ring in such a setting, amongst the detritus of forgotten lives, was a slap in the face. It felt as though his family's history had been carelessly discarded.

The owner, a man whose face was a roadmap of cynicism, merely grunted in his direction. He pointed, his finger trembling slightly. “That one,” he rasped, his voice barely audible.

The owner named a price. It was the casual disrespect, the utter lack of understanding of the ring’s significance, that was most difficult to bear. The way the man dismissed a piece of his family’s legacy with such nonchalance, fueled a deep, burning 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