The email arrived at 9:03 AM, right after her coffee. *Subject: Transition Plan*. Amelia reread it three times, each pass feeling more unreal than the last. The polite, professional language grated on her nerves. *Assisting in the onboarding process of your successor...*

She slammed her laptop shut. The click echoed in the otherwise silent office, and for a moment she was pleased to have made some sort of noise. Her palms began to sweat, and she ran a hand through her hair, tangling the strands. Her normally meticulous desk was suddenly a cluttered battlefield of pens, papers, and half-eaten granola bars.

She stood abruptly, pacing the small confines of her cubicle. *This can't be happening*, she thought, over and over, the thought a mantra of disbelief. The world was suddenly tilting, threatening to spill her out.

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