The aroma of freshly baked bread filled her kitchen. She’d been preparing for the block party. Now, she stood in the doorway, the hot bread forgotten, the scent lost in the rising storm of emotions. The tree.

Her vision blurred slightly. Her knees felt weak, like rubber. She pressed a hand to her chest, trying to steady her racing heart. The image of the tree, massive and broken, kept flashing before her eyes.

She bit down on her lip, a sharp, physical sensation that helped ground her. It was a terrible sight.

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