The air in the jewelry store was thick with the scent of perfume and polished gold. I’d come to pick out a ring with Michael, my fiancé. Then, another woman entered, her hand intertwined with Michael's. They were laughing. The woman pointed at a ring, and Michael nodded, smiling. The woman, whose face I now recognized from Michael's social media, and Michael, stopped when they noticed me. My breath hitched. The world tilted and swirled, and I grasped at the nearest glass display case for balance. The bright lights seemed to throb.

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