The flashing neon sign outside the pawn shop blurred as she stared at the emerald ring. Her grandmother’s. She felt a cold dread settle in the pit of her stomach. The ring she swore disappeared years ago. The one she thought was lost.

Her hands began to tremble uncontrollably. A cold sweat broke out across her forehead. She felt a pressure building in her chest, a physical manifestation of a feeling she could not name.

She took a shaky step towards the counter. “That…that ring,” she said, her voice barely audible. The shop owner, a young man with a shaved head, raised an eyebrow.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255