The silence in Olivia's apartment was deafening. She had discovered the truth about her favorite poet, Edgar Thorne, that he had lifted whole verses and phrases from her own unpublished poems. She sat on her bed, a cold weight in her chest, the words on her work now feeling foreign and tainted. She felt a rush of heat, as though every inch of her was burning.

She closed her eyes, trying to block out the world. She reached for the volume of Thorne’s poems that sat on her nightstand, and slowly, deliberately, flung it to the ground. The book landed with a dull thud.

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