He’d called her in, just to deliver the news. The casual tone, the smile plastered on his face – it was all a performance, a deliberate evasion of the truth. He'd never truly believed in her. The thought sent a jolt of heat to her cheeks. She forced a smile, barely managing a strained "Congratulations."

The blood in her veins seemed to thicken as she walked to the library, the crisp fall air suddenly oppressive. The quiet hum of the building usually soothed her, but today it was a grating symphony of indifference.

She found herself, inexplicably, in the archives. Her fingers traced the spines of forgotten books, seeking some solace, some clue as to what she’d done wrong. A tear escaped, tracing a path down her cheek. She angrily brushed it away.

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