David stared at the screen, the bank website’s stark blue light assaulting his vision. His wife, Sarah, the woman who complained about needing a new hairdryer, had accumulated over $100,000. He felt a profound sense of disorientation, like falling through space. His stomach lurched. He ran a hand through his hair, the gesture clumsy and involuntary.

He pictured her, laughing, making small talk about their bills. The easy rhythm of their lives, their comfortable routine, suddenly felt artificial, constructed. He pictured the renovations they hadn't done, the trips they hadn't taken, all those savings now somewhere else.

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