The notice, a stark white rectangle, quivered slightly in Amelia’s hand. She’d been halfway through her morning coffee, the newspaper still folded in her lap, when she saw it taped to the lobby door. A wave of heat washed over her, making her cheeks flush. Condo conversion. The words swam before her eyes.

She clutched the cup tighter, the ceramic digging into her palm. How could this be happening? She'd lived in the building for seven years, ever since she’d moved to the city.

Amelia’s apartment suddenly felt smaller, the walls closing in. She reread the notice, searching for a hidden clause, a loophole, anything. Her breath hitched. This was insane.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219