The bookstore was crammed, a haven for literary souls. Elena, nestled in a quiet corner with a dusty copy of “Pride and Prejudice,” felt a sudden jolt. As she reached the final chapter, a stiff, yellowed envelope slid out. She sat utterly still, the book clutched tightly in her hands.

Her eyes darted around the room, as if expecting someone to materialize. The world seemed to dim slightly. She felt a cold prickle at the back of her neck. *Dearest Elizabeth,* the envelope was addressed. It wasn't possible. She couldn't read further. She was frozen.

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