The email arrived like a punch to the gut. *...accepting a position elsewhere... transition beginning in June...* Sarah reread the subject line: "Important Announcement." Her fingers tightened around her phone, knuckles whitening. She felt a cold wave wash over her, stealing the warmth from her limbs.

She had spent countless hours in Dr. Olsen’s lab, tweaking protocols, running experiments, dreaming of publication. Now, the foundation upon which she had built her hopes and dreams seemed to have crumbled beneath her feet.

She dropped her phone, the glass clattering against the wooden floor, and she began to pace. Her stomach churned. This was a nightmare.

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