Grandma's voice, usually a comforting rumble, cracked like ancient pottery. "I'm thinking of selling the clock, dear." Her words hung in the air, thick and heavy. A coldness settled in Amelia's stomach.

The grandfather clock, a towering sentinel in the hallway, had chimed every hour of her life. Its gentle tick-tock was the rhythm of her childhood. Now, this…this was unthinkable.

Amelia’s breath caught in her throat. She fumbled for the nearest chair, pulling it closer to the table with a scrape. Her fingers felt numb.

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