The attic was a labyrinth of shadows and discarded objects. John surveyed the area, a sense of mounting frustration coiling in his gut. He hadn't expected this.

A discarded diary lay open on a shelf, its pages filled with intimate details of someone else’s life. He slammed the cover shut, the sound echoing in the silence. He was supposed to be creating a new home, a new life.

"Ridiculous," he spat, his voice laced with annoyance. He wanted to burn everything, to obliterate the evidence of someone else's existence.

He left the attic, the door swinging shut behind 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