The stained-glass window of the church, usually a beacon of warmth, appeared cold and forbidding. Her grandmother, her rock, her confidante, had announced she was now a Muslim. Sarah's breath hitched. She clutched the worn leather of her Bible, its familiar weight suddenly unfamiliar. A wave of nausea rolled over her, and she felt the blood draining from her face. She sank into the pew, the polished wood cold against her back. The hymns, usually a source of comfort, now felt like a dirge. The world tilted slightly.

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