The office was quiet, unnaturally so. Sarah felt a peculiar fluttering in her stomach as she walked into the lab. The lab, her mentor, Professor Chen, and his projects were her life. The usual organized chaos was absent; papers were scattered across the workbench. His chair was pushed back, a half-finished experiment sat on the counter. A sticky note in his handwriting sat on the table. She picked it up, her fingers trembling. "Leaving. Good luck." A cold wave washed over her, leaving her suddenly lightheaded. She grasped the edge of the counter for support.

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