The realtor’s words hung in the air, a thick, cloying fog. Sarah’s grip tightened on the worn wooden banister. Her newly-acquired house? A crime scene? Her breath hitched, catching in her throat. She blinked, the sunlight from the stained-glass window suddenly feeling aggressive, too bright.

“I… I don’t understand,” she stammered, the words feeling foreign on her tongue. Her hand flew to her chest, as if to physically anchor herself. The tour guide, a man whose smile had seemed so genuine a moment ago, now looked unnervingly like a salesman.

The elegant living room, which she'd envisioned filled with family laughter, morphed in her eyes. Shadows danced in the corners, whispering secrets. She had to sit down. Now.

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