The air became thick, heavy. I could barely breathe. The dance floor, once inviting, now seemed to pulsate with an almost menacing energy. I saw her. Across the throng of guests, silhouetted against the bright, festive lights. Chloe.

My stomach lurched. I felt a sudden, inexplicable urge to flee. I squeezed my eyes shut for a moment, then opened them again, hoping it was a trick of the light. It wasn’t.

I muttered a quick apology to the person I was talking to, excusing myself with a flimsy wave. My feet, however, remained rooted to the spot. Her gaze swept across the room, and then… locked on mine.

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