He’d always been a storyteller, a dreamer. But this… This was different. She had stumbled upon a draft manuscript tucked away in a drawer. The title, *Catherine's Gambit*, wasn't subtle. She'd seen the way he looked at her.

Her stomach churned. The first few pages described her, her mannerisms, her vulnerabilities. His observations, she realized, were sharp and insightful. Too insightful. She felt a cold dread creep up her spine.

She closed the drawer slowly, the silence in the room deafening. The world had shifted on its axis. She needed to sit down, maybe drink some water.

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