The sunlight streaming through the window seemed excessively bright, causing Daniel to squint. He ran a hand through his hair, dislodging a cloud of dust that shimmered in the air. The letter was clutched tightly in his hand, the paper brittle and thin.

He reread the words, his jaw clenched. His father, a man of unwavering practicality, had drafted a letter of resignation from his job as a lawyer. The reasons were vague, hinting at moral conflicts, a longing for a different path. He'd never known his father to have such deep feelings.

Daniel felt a prickling sensation behind his eyes. He’d always felt like he disappointed his father. This letter confirmed it. That cold feeling spread through his chest. He threw the letter down, then abruptly turned away, unable to look at it any longer.

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