The silence in the car was deafening. Sarah stared out the window, watching the familiar streets of her childhood blur past. The houses looked smaller, the trees taller. She knew every pothole, every crack in the pavement.

Her father's hand rested briefly on hers. “It’ll be fine,” he said, his voice a low rumble. She didn't respond. It was not fine. Her career had crumbled, her relationship had imploded, and she was here, back in the small town she'd sworn she'd escape.

She imagined herself, a few short months ago, radiating confidence. Now, she felt like a ghost, a shell of her former self. Pulling into the driveway, she felt a wave of nausea. A sense of being completely adrift.

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