The notice, a stark white rectangle, quivered slightly in Amelia's trembling hand. She’d just been about to brew her morning coffee. Now, the kitchen, usually a haven of comforting smells and routines, seemed to warp around her. She reread the words: "Conversion to Condominium Ownership." Her lower lip trembled.

She stumbled to the living room, the familiar floral print of the wallpaper suddenly garish. The lease was up in six months. Six months! The rent, always manageable, was about to become an unbearable expense. A wave of nausea rolled through her.

“Condos?” she croaked, the word sounding alien in her own ears. This couldn’t be happening. Not here, not now, not to her.

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