My hand instinctively went to my chest, as if to hold my racing heart in place. The room spun. Across the room, bathed in the soft glow of the fairy lights, was David. I’d thought, sincerely hoped, I’d never see him again.

The caterer, mid-sentence about the hors d'oeuvres, faded into the background noise. My vision blurred. I felt a cold sweat break out on my forehead. He was… smiling.

He lifted a glass, his eyes meeting mine. A silent, mocking toast. My carefully constructed peace, the life I’d rebuilt, seemed to crumble around me.

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