The note was tucked under her windshield wiper, a pristine white rectangle against the gritty morning. Margaret blinked, her coffee sloshing precariously in its travel mug. A complaint. About noise. Her? She reread the curt message, the words blurring slightly. Her? The woman who watered her petunias religiously and rarely spoke above a whisper? Margaret’s hand trembled as she reached for her keys.

Her stomach felt suddenly hollow. She glanced at the houses on her street, each one a neat box, each one a potential accuser. The image of Mrs. Henderson, her face perpetually creased in a frown, flashed in her mind. Did she think *she* was making too much noise? This was ridiculous.

Margaret took a shaky breath, the metallic tang of fear flooding her senses. She decided she'd go back inside and stare at the wall.

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