The dog walker’s casual comment did it. "Your neighbor’s got some serious coin, huh?" she'd said, gesturing towards the grand townhouse. Maya nearly dropped the leash. "Mrs. Dubois? What do you mean?" The woman shrugged. "Heard she’s got a few properties. And a yacht."

Maya’s breath hitched. Mrs. Dubois, the woman who always wore the same floral dress, the one who chatted about her cats and complained about the rising cost of groceries. A yacht? It seemed utterly preposterous.

She started seeing her neighbor differently. Every detail, previously unremarkable, now seemed suspect. The way she always paid in cash, the expensive, yet subtle, quality of her handbag. A sudden wave of heat flushed her cheeks. She felt a pang of something akin to betrayal. That woman could have anything, yet they chatted about mundane things.

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