The silence in the dimly lit room was almost physical, a palpable weight pressing down on her. The announcement, the culmination of years of relentless training, echoed in her ears. Emily’s breath hitched in her chest. She reached out and felt the cold, hard wood of the chair beneath her. Time seemed to slow, stretching out into an agonizing expanse. The faces around her blurred, their excited chatter fading into a distant hum. She tried to swallow, but her throat felt constricted, making it difficult to breathe. The world was spinning.

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