My vision swam. It was like looking at a reflection in shattered glass – distorted, fragmented, and utterly wrong. The list in front of me seemed to mock me with its clean lines and confident lettering. The other girls were hugging, laughing, celebrating, but their joy felt like a foreign language I couldn’t understand. I wanted to disappear, to sink into the floor, to become invisible. My carefully constructed world, built upon years of sacrifice and relentless effort, had crumbled 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