Chef Antoine stared at the glowing screen, the words of the critic a venomous serpent. His stomach lurched, a sensation akin to freefalling. He’d poured his heart into the tasting menu, slaving over the saffron-infused risotto, the perfectly seared scallops. Now, it was all rendered worthless, a smattering of insults and dismissals. He let out a shaky breath, the air in the kitchen suddenly feeling thin and depleted. The bustling energy around him – the clatter of pans, the sizzle of the grill – seemed to fade into a dull hum. He felt a coldness creep into his fingers, making it difficult to grip the phone.

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