"Well, that's just perfect," she muttered, the words barely audible. She stared at the email, the words swimming before her. “Strategic partnership… integration… restructuring.” It was all corporate doublespeak, designed to mask the simple truth: her job was probably gone. Her hands began to tremble.

She fumbled for her phone, intending to call her sister, but her fingers refused to cooperate. The room seemed to shrink, the walls closing in. The cheerful posters on the wall, the team photos, the awards – they now felt like relics of a bygone era. She felt a burning sensation in her throat.

She pushed back from her desk, the chair scraping loudly against the carpet. She had to get out, she just had to. She wanted to scream, to lash out, but all that came out was a shaky sigh.

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