"I can't believe it," Mark muttered, the words barely audible. He re-read the numbers on the printout, his knuckles turning white as he gripped the paper. It was real. The new hire, with zero experience in his department, was being paid a higher salary. A wave of heat washed over him, followed by a dizzying sensation.

His mouth felt dry. He swallowed hard. The taste of dust filled his mouth. He felt the sudden urge to take a long, deep breath.

He wandered out to the break room, grabbing a stale donut and some coffee. The usual camaraderie of the morning coffee break seemed distant today. He sat alone, staring out the window, the half-eaten donut forgotten on the table.

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