He slammed the shovel into the earth, the force jarring his arms. Sweat beaded on his forehead, mingling with the grime that already clung there. The audacity! Old Mr. Henderson, with his perfect lawn and his superior air, wanted to grow vegetables on *his* property.

The sun beat down relentlessly. Each swing of the shovel was an act of defiance, a refusal to concede even an inch. He could feel the frustration building, a pressure behind his eyes.

“Just… just a little corner,” Henderson had wheedled, his voice oily with false charm. He spat, the taste bitter in his mouth. He wouldn’t. He wouldn't. He would *not* let this happen.

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