Her fingers fumbled with the clasp of her necklace, the tiny silver charm suddenly feeling unbearably heavy. The announcement, plastered on the company intranet, seemed to shimmer before her eyes. The promotion to Head of Marketing? Both her and Mark? Mark, who had been angling for this for years?

A prickle of heat crawled up her neck. She checked the date, again. Yes, it was today. She ran a hand through her hair, smoothing it back from her forehead. This was… unexpected. She'd prepared a presentation, crafted carefully. She was ready to be disappointed. To be offered a little raise and told, “Better luck next time.”

The silence of her cubicle felt oppressive. She could practically feel the scrutiny of her colleagues, the unspoken questions hanging in the air. She stood, pulling her chair out with a sudden clatter. The office floor beckoned.

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