The phone call was short, abrupt. "We've decided to go with another candidate, Sarah," the HR manager had said, her tone professional, detached. Sarah lowered the phone, her hand trembling. The world seemed to tilt on its axis.

Her carefully constructed world, built on ambition and hard work, seemed to crumble around her. She felt a wave of dizziness wash over her, and she gripped the edge of her desk to steady herself.

Her mind raced, replaying every meeting, every presentation, every late night spent working. What had she done wrong? She couldn't understand. She took a deep breath, and let it out as a shaky exhale.

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