The silence that followed Mr. Harrison’s request was deafening. Sarah found herself frozen, her feet rooted to the spot as if cemented. Her heart hammered against her ribs, a frantic drumbeat against the sudden shift in reality. He wanted to do *what*?

She stared, unblinking, at her neighbor, her mind racing, searching for any hint of a joke, a trick. But his face was earnest, his eyes expectant. The familiar green of her lawn suddenly seemed alien, threatening.

She took a shaky breath, trying to regain control. Her hands, which had been resting at her sides, clenched into fists. “I… I… could you repeat that?” she managed, her voice barely above a whisper. The world swam around her.

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