The dusty air of the pawn shop made Clara cough, but her attention was fixated on the glint of the ring. Her grandmother's. She remembered the stories, the way the diamond caught the light, the weight of it on her small finger when her grandmother let her try it on. A jolt, like a tiny electric current, ran through her.

She blinked, certain she was hallucinating. She shook her head. No, there it was, unmistakable. She had to sit down.

She pulled up a battered stool, her legs suddenly weak. "That… that ring…" she began, her voice trailing off. What was she supposed to do?

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