“Well, that’s… that’s just fantastic,” Michael managed, his voice sounding thin even to his own ears. Across the table, James beamed, oblivious. The job. The only job Michael had wanted.

Michael wanted to crawl under the table. He wanted to disappear. He felt his face heat up, his cheeks burning. He forced a smile, but it felt brittle. His stomach churned. He took a large gulp of water, the cold liquid doing nothing to soothe the turmoil within.

He had to get away. He stood up abruptly, mumbling an excuse about needing to use the restroom. The lie felt as thick as the air around him.

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