My grandfather, a staunch atheist his entire life, looked at me with an odd sort of serenity in his eyes. He had called a family meeting to announce his conversion. "I've decided to embrace the Church of the Flying Spaghetti Monster," he declared, a small smile playing on his lips.

I could feel a coldness creep across my face. My lips parted, but no sound came out. The room, which had always felt comfortable and safe, suddenly felt strange, unfamiliar. The words he had used repeated in my mind.

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