The world narrowed to a single point: the battered, threadbare bear propped against a rusty tricycle. The air was thick, heavy, pressing down on David. The bear, Rupert, was the last tangible link to his mother, a constant reminder of the warmth and affection lost long ago. He hadn’t thought about Rupert in years.

His heart began to pound a frantic tattoo against his chest. He felt a cold sweat break out across his forehead. His throat constricted, making it difficult to breathe. The yard sale noise – the haggling, the laughter, the mundane chatter – seemed to amplify, grating on his nerves.

He slowly walked towards it, each step deliberate and heavy, as if he were wading through quicksand. His hands trembled.

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