The news landed like a lead weight in his stomach. He felt a sudden, overwhelming urge to vomit. He clutched his chair, the leather squeaking under his grip. The meticulously organized files on his computer screen seemed to blur, the numbers and letters dancing before his eyes.

He imagined the ensuing chaos, the meetings, the uncertainty, the rumors. He felt a rising tide of panic. His hands went clammy. He could taste bile in the back of his throat. He wished he could simply vanish.

He slowly leaned back in his chair, staring at the ceiling. The familiar patterns of the acoustic tiles seemed to swim. The air felt thin, difficult to breathe. He wanted to shout, but no sound would come.

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