The afternoon sun, usually a source of warmth, felt cold on Sarah's face as she read the letter. The air seemed to have thinned, making each breath a conscious effort. She couldn't believe it.

She reread the lines, searching for a hidden clause, a misprint, anything to explain the unexpected message. Her knuckles were white, her grip on the paper unyielding. The cheerful chimes of the ice cream truck outside seemed to taunt her.

A slow, creeping numbness spread through her limbs. She felt disconnected, as if observing a situation happening to someone else.

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