It was as if the world tilted sideways. The low rumble of machinery, followed by a violent crash, stole the air from her lungs. She stared, unblinking, at the demolition taking place next door. They were ripping up the driveway. Her perfect, idyllic world seemed to shrink and collapse in front of her.

Her breath came in short, shallow gasps. She had enjoyed the peace of her porch just moments before, content to listen to the birds. Now, that possibility was gone, lost to the clatter and roar of the machines. She felt a desperate need to retreat, to hide.

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