The doctor's words still echoed in his head, a crushing weight. His wife’s diagnosis had been bleak. David felt the ground shift beneath him.

He was walking through the hospital parking lot when he saw it, half-hidden beneath a parked car. He bent down and retrieved the wallet.

He opened it, and saw a substantial sum of money. A small part of him, almost selfishly, considered the possibilities. The potential to ease his life's burdens.

He swallowed hard. His face felt hot, and his hands were clammy. He closed his eyes for a moment, the image of his wife's face filling his mind. The weight of responsibility bore down on him.

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