The air in the restaurant felt thick, the low hum of conversation a dull roar in my ears. My grandmother, a devout Catholic, tapped her fingers on the table. “I’ve found a new spiritual home,” she declared, her eyes gleaming with an unfamiliar intensity.

She was converting to Judaism. I felt like the world was tilting on its axis. I struggled to swallow, my throat suddenly dry. The waiter arrived with our menus, but I could not look away from my grandmother's face. The restaurant suddenly seemed very far away.

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