The scent hit her first: wet dog and something else, something…musky. Then, she saw it. A fluffy, brown-and-white mutt sitting on the couch, its tail thumping a steady rhythm against the cushions. Her roommate, Sam, was sprawled beside it, petting it.

Her eyes widened. The world seemed to wobble slightly. It was as if she'd entered an alternate reality. She had specifically forbidden pets in the apartment.

She took a involuntary step back, a chill running down her spine. A wave of dizziness washed over her. She gripped the wall, suddenly needing something to steady her.

"He's a rescue," Sam announced, as if that explained everything.

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