He'd been looking forward to his evening: a quiet dinner and a book. The letter, however, shattered all that. He ran a hand through his hair, his fingers tangling in the strands. He felt a sudden, inexplicable heat in his cheeks, a flush that spread down his neck.

He walked to the window, staring out at the street. The familiar cityscape, usually a source of comfort, now seemed alien and unwelcoming. The lights of the other buildings, typically a friendly sparkle, now seemed to mock him.

“Well, I’ll be…,” he breathed, his voice a low, strangled sound. He felt a profound sense of loss, a sinking feeling in his stomach.

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