The paperwork landed on Martha's kitchen table with a thump, scattering the meticulously arranged mail. It was a notice, crisp and official, detailing Mr. Henderson’s plans for a new fence. A fence. Right on the property line. She crumpled the offending document in her fist, knuckles white.

Her breath hitched in her chest, shallow and rapid. She stared out the window at her garden, at the roses she’d nurtured for years, the climbing jasmine, the bird bath her late husband had built. Her hands began to tremble.

"Honestly," she muttered, the words barely audible. "After all this time." The thought of a looming barrier, dividing her haven, made her stomach clench.

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