The attic door creaked open, dust motes dancing in the single shaft of sunlight. Amelia coughed, her hand flying to her mouth. She'd been meaning to get up here for weeks, ever since the new roof was finished. Stepping into the gloom, she pulled the string for the bare bulb, which flickered weakly to life. Boxes, covered in cobwebs, lined the walls. But it was the items scattered in the center that made her freeze. A child's rocking horse, missing one eye. A trunk overflowing with yellowed letters. A collection of porcelain dolls, their painted smiles unsettling in the dim light. She stumbled backward, bumping into a stack of old newspapers. She didn't understand.

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