The cafeteria chatter faded into background noise. She read and reread the email, each word a hammer blow. Her stomach churned. The aroma of stale coffee and lukewarm pizza suddenly became overpowering, repulsive. She pushed her untouched lunch away.

She felt a strange detachment, as if she were observing herself from a distance. Her hands, usually steady, were now shaking so violently that her water glass rattled on the table. The fluorescent lights overhead seemed to pulse, amplifying the pounding in her head.

She couldn't bring herself to meet anyone's gaze. Their casual conversations about weekend plans and project deadlines now sounded like a foreign language. The world had tilted on its axis, and she was left grasping for something, *anything*, to hold onto.

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