"Unbelievable," Mark grumbled, running a hand through his already disheveled hair. His car had broken down, again, and the mechanic's estimate was astronomical. He felt a deep sense of helplessness.

He was kicking at a pebble when he noticed the wallet. It was a stylish, expensive one, lying discarded on the curb.

He opened it, and his jaw dropped. The amount of cash inside was staggering, more than he had ever seen in one place. He closed his eyes, his pulse quickening. A sudden, sharp image of his family, the smiles, their hopes.

His breath hitched. He fought the sudden surge of adrenaline. He was caught in a crosscurrent of desperation and the voice of a different kind of conscience. He tried to think, but his thoughts were all scrambled.

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