The envelope, official and imposing, lay unopened on Maya’s desk. It had been there all morning, a silent threat. Finally, with a deep breath she had taken before the final click, she slit it open. The letterhead, the polite language, the inevitable conclusion: "We regret to inform you..." Her stomach lurched. Her hand flew to her mouth. She had rehearsed this moment, anticipated it, yet the reality was a blow, a physical punch to the solar plexus. The air left her lungs in a whoosh.

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