The memo was short, the tone clinical. For James, it was seismic. He leaned back in his chair, the leather squeaking faintly. His breath caught in his throat. He felt lightheaded. He ran a hand through his hair, dislodging a strand that fell across his eyes.

He imagined the buyer's priorities, the possible cost-cutting measures, the office politics. He visualized his colleagues, their faces, their families. The implications of this announcement slammed into him with full force. He felt a deep ache in his chest.

He took a deep breath, trying to regain control. His hands were shaking. He needed to talk to someone. He swiveled his chair to face the office, but no one seemed to notice him, no one seemed to have caught the news. He felt utterly alone.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219