He’d known, of course, that the company was trying to attract younger talent. But seeing the figure, the actual dollar amount printed right there on the company intranet, was a different matter entirely. John's jaw clenched. His face felt strangely hot. It was a physical assault. He felt as if someone had punched him in the gut.

His hands, usually steady and precise on the keyboard, fumbled as he attempted to continue working. The words on the screen seemed to swim. He found himself hitting the delete key repeatedly, erasing hours of effort. He had to stand.

He stood and walked around the office, the fluorescent lights of the office seeming extra harsh today, a strange buzzing filling his ears. He needed a break, he told himself.

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