The coffee cup nearly slipped from her grasp. Emily stared at the screen, her eyes wide. Her breath caught in her throat. She hadn't seen the property in nearly a decade, not since her grandmother’s passing. And now, there it was, presented to the world like a perfectly wrapped gift.

Her mind raced. She thought back to the countless hours spent playing in the garden, the smell of freshly baked bread that always seemed to fill the air. She hadn't realized how much she missed the old place, the smell of the old house.

A strange warmth spread through her, then turned cold. She felt like she was watching a movie of her own life. The new owners had gutted the interior and remodeled, and the interior seemed completely foreign to her. This wasn't just a house for sale; it was a physical manifestation of time passing.

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