"And the winner of the Golden Whisk Award is… the 'Velvet Kiss' chocolate mousse!" The announcer's voice boomed over the speakers, and Clara could only stare, mouth agape, as a woman in a chef's jacket gracefully walked onto the stage. The "Velvet Kiss" was her signature dessert, the recipe she'd perfected over years, the one she'd poured her heart and soul into.

Her vision blurred. The vibrant colors of the awards ceremony seemed to drain away, leaving a gray haze. She felt a strange buzzing in her ears. How? This was a national competition! There were thousands of contestants. It was impossible.

She gripped the edge of her seat so hard her knuckles turned white. The other contestants offered congratulations, but Clara could only manage a strained smile. Her smile felt alien on her face. The taste of defeat, thick and metallic, filled her mouth.

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