The letter arrived this morning. A terse notice of demolition, a date, a time. Mark crumpled it in his fist. He was pacing his small apartment, the news buzzing around his brain like angry bees.

He imagined the house, reduced to rubble. He wanted to scream. He wanted to rage. He wanted to lash out. He wanted to erase the very concept of time. He punched the wall.

He drove there later, and sat in his car, unable to bring himself to go inside. The house stood proud, a fortress against the coming destruction. He clenched his jaw.

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