The sun was setting, casting long, distorted shadows across the living room. James held the letter, his knuckles bone-white. The words swam before his eyes, a mocking reminder of the pain he’d endured. He crumpled the paper, the act a violent release of pent-up emotion. He felt a clenching in his chest, making it hard to breathe.

He hurled the crumpled letter across the room. It landed with a soft thud against the wall. He paced the room, the same path he'd taken a thousand times, his fists clenched at his sides. He felt the old wounds re-open, the past bleeding into the present. He stopped at the window, staring out at the darkening sky, feeling lost in the gathering gloom.

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