She sat on the porch swing, the rhythmic creak a mockery of the turmoil within. Mr. Chen had approached her moments ago. "A little space..." he'd said, gesturing to the corner of her yard. "Just for some vegetables..."

She stared at the space he indicated, at the vibrant green of the grass. A burning sensation erupted in her stomach, accompanied by a sudden chill. The thought of sharing her land felt wrong.

She wrapped her arms around herself, as if physically warding off the request. Her gaze remained fixed on the offending corner of the lawn, a knot of unease tightening in her chest.

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