The cheerful chatter and the upbeat music of the reception became a distant blur. A wave of heat washed over me, and my vision swam. There, near the entrance, was Michael. The man I had spent years trying to forget.

I felt a sudden, urgent need to escape, to disappear into the nearest corner. I took a step back, as if physically recoiling from an unseen blow. The smile I had worked so hard to maintain faltered, and I felt my cheeks flush.

He glanced in my direction, and his eyes widened ever so slightly. I stumbled over my words, making a hasty excuse to the person I was speaking to before fleeing in the opposite direction.

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