My jaw nearly unhinged. There, across the crowded dance floor, shimmering under the disco ball, was Sarah. My Sarah. The one who'd sworn she'd never step foot in a place like this again after we broke up. I felt a prickle of sweat crawl down my spine.

I grabbed my champagne flute like it was a lifeline, knuckles white. The music seemed to warp, the beat becoming a relentless drum against my ribs. Had she seen me? I squinted, trying to pierce the joyous chaos.

Her gaze met mine. A fleeting flicker of something – recognition? Amusement? – danced across her face before she smiled and turned away, back into the swirling throng of dancers. I stood rooted, a statue of disbelief.

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