The email landed with a thud, a digital brick in Elias' inbox. He blinked, the words blurring momentarily. He rubbed his eyes, the fluorescent lights of his cubicle suddenly feeling too bright. He reached for his water bottle, his hand trembling slightly as he unscrewed the cap. He reread the subject line: “Important Announcement Regarding Company Future.” His heart began to pound a frantic tattoo against his ribs.

He slowly scrolled through the message, the carefully worded sentences slowly sinking in. The company, his company, the one he had dedicated the last five years to, was being acquired. A wave of dizziness washed over him. He felt a need to sit down.

He looked around his tiny workspace, the posters, the photos of his family. All of this, potentially, changing. He could only manage a shaky, "No way..." under his breath.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219