The email landed with a thud in Amelia's inbox, the subject line a stark white against the grey background. Promotion Consideration: Amelia Chen & David Miller. She felt a sudden, inexplicable heat bloom in her chest, followed by a dizzying lightness in her head. Her fingers fumbled as she clicked it open, the words blurring before her eyes.

She leaned back in her chair, the leather creaking in protest. Her breath hitched, catching in her throat. David? Really? He was competent, sure, but… she'd poured her heart and soul into this company for five years. She’d stayed late, taken on extra projects, even volunteered to clean the coffee machine when no one else would.

A coldness settled in her stomach. She stared at the screen, the cursor blinking mockingly. Her meticulously organized desk suddenly felt foreign, the stacks of reports and color-coded files mocking her efforts. She closed her eyes, and a wave of nausea rolled over 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