The text message. That's how she found out. Short, to the point. Demolition starting next week. She reread it a dozen times, the words searing themselves into her brain. She crumpled the phone in her hand.

She stood frozen, the kitchen counter supporting her weight. She pictured the house, standing serene, untouched by the outside world. This place was the center of her universe, and it was about to be obliterated.

She wanted to call someone, to scream, to do anything to make this not true. Her vision blurred, and the world seemed to tilt. She felt a profound emptiness, a void opening inside her, and she could do nothing but stand there, paralyzed.

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