The unexpected proposition hit Eleanor like a physical blow. She felt a lightness in her head, as if she might float away. Her neighbor, a man named Bob, had always kept to himself, never one for conversation, and certainly not the type to initiate a yard-sharing arrangement.

He wanted to *farm* on her property.

She gripped the handle of her watering can so tightly her knuckles shone white. Her mouth opened, closed, then opened again, but no words emerged. A strange buzzing filled her ears, and the colors of the lawn seemed to blur around the edges. She felt her legs grow weak.

"I... I don't... I need to sit down," she finally managed, her voice a reedy tremor.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255