From her cubicle, Chloe watched the senior managers huddle in a corner, whispering. The buzz in the office had become frantic, almost palpable. Chloe checked the email again, just to confirm she'd read it right. A sale? To a competitor? She blinked rapidly, her vision slightly blurred.

She felt a wave of nausea. The small, gray walls of her cubicle suddenly seemed to close in. She felt a need to escape. The prospect of layoffs and restructuring filled her mind. The thought was heavy, oppressive.

She swiveled in her chair and stared at the empty space above her monitor. Her mind raced. She glanced at the clock. 3:17 PM. She needed a cigarette. She grabbed her bag.

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