David blinked, the morning sun momentarily blinding. He retrieved the mail: bills, junk, and… a card. A birthday card, featuring a cartoon cat wearing a party hat. He barely recognized the handwriting. A wave of disorientation washed over him. He’d told no one his birthday. He shuffled back inside, his legs suddenly heavy.

He crumpled into a chair at the kitchen table. His coffee, forgotten, grew cold. The image of the card, the unknown sender, imprinted itself on his mind. He ran a hand through his hair, dislodging strands. The air seemed to thicken, making it hard to breathe. He stared at the card. What did it mean?

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