The rejection letter was a paper cut, slicing through the optimism Jasmine had carefully cultivated. She’d spent weeks preparing, sacrificing her social life and leisure time to ensure her application stood out. Now, it felt like a waste. She crumpled the letter into a tight ball, her fingers trembling.

She felt a hollowness in her chest, a sense of having been deliberately underestimated. A tear escaped, tracing a path down her cheek. She angrily wiped it away, then another.

She threw the crumpled paper against the wall, watching it fall to the floor. She sat in silence and stared at the dark, silent screen of her computer, the silence in the room as dense as the feeling inside her.

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