The rustle of the paper was the only sound in the otherwise quiet library. Evelyn reread the words, each line twisting the knife a little deeper. The apology, so carefully crafted, felt like a deliberate act of cruelty. She felt a burning behind her eyes, and blinked furiously to stop the tears.

She gripped the table tightly, her knuckles white. Her breath hitched. The library, normally a sanctuary, felt stifling. She rose from her chair, her legs trembling. She turned and walked, her steps quickening, until she was practically running away from the table, away from the letter, away from the past.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210