The vibrant colors of the office décor suddenly seemed garish, the upbeat music now a grating sound. Her breath came in shallow, rapid gasps. She felt a wave of heat wash over her, followed by a bone-chilling cold. The email's words, so carefully crafted, seemed to mock her.

She gripped the edges of her desk so hard her knuckles turned white. The office door slammed shut as her boss exited, and she jumped. It was like a gunshot, echoing in the suddenly silent space. The carefully cultivated sense of security she’d built, bit by bit, was gone.

She swallowed hard. The thought of all the unknowns, all the "what ifs," choked her. She felt a sudden urge to scream, to break something, to do *anything* to alleviate the pressure building inside her.

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