The discovery left David feeling hollowed out. He was meant to be the keeper of the family history, the inheritor of their legacy. His great-grandmother, a pioneer woman, braving the harsh frontier, was the stuff of legends.

He found the collection of letters. Letters filled with longing, passion, and a secret love affair with a man who wasn't her husband. He felt a sting in his eyes. He crumpled the letters, his hands forming tight fists. He felt the need to get outside and stand in the fresh air.

He kicked the leg of the table, the metallic sound jolting him. The weight of the world had suddenly settled on his shoulders. He felt exposed, stripped bare.

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