The announcement echoed through the cafeteria, a casual pronouncement that sent a shiver down her spine. "Sarah will be moving to the accounting department." Sarah blinked, her fork halfway to her mouth. The catered pasta suddenly lost all appeal. She felt her face flush, heat prickling her skin. The chatter around her seemed to fade, replaced by a roaring in her ears.

She felt a sudden urge to flee, to disappear. She put her fork down with a resounding clatter and pushed her chair back, the scrape of metal against tile grating on her nerves. She needed air, she needed space. She felt trapped. The brightly colored murals on the walls suddenly seemed garish and mocking.

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