The old house, the one she’d sworn she’d never return to, had a mystery in its cellar. She was helping her brother clean up before the sale, which was the only reason she was there. A small, tarnished tin box, half-buried in the damp earth. She pried it open, her fingers trembling. Inside: a faded photograph of herself as a child, holding hands with a smiling girl she didn't recognize. A child. Herself. But in a life that seemed entirely foreign. A wave of dizziness washed over her, and she leaned against the cold stone wall, desperately trying to steady herself.

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