The phone call came at 10 AM on a Tuesday. "The television," the voice on the other end, his landlord, sounded oddly cautious. "The volume…"

She stared at the phone. She often watched TV, it was true, but she always made sure to keep the volume down. She felt a knot forming in her stomach.

The idea that *she* was the cause of complaints felt wildly out of character. She usually worried about bothering others. She needed to check the volume, immediately. She hung up and went straight to the television.

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