The attic felt colder than it should. The dust motes danced in the single shaft of sunlight, illuminating the endless rows of boxes. Olivia’s breath hitched as she read the label on the first box: "Olivia - First Grade." She’d come up here looking for a specific photo.

She lifted the lid. The contents seemed to vibrate with a strange energy. She felt her face flush, heat creeping up her neck. Inside, a complete archive of her early school years. Crayon drawings, spelling tests, and class projects. A wave of dizziness washed over her.

She carefully pulled out a faded drawing of a rainbow, signed with her six-year-old name. The memory flooded back, vivid and raw. She felt a prickling sensation behind her eyes, the beginning of tears. She had no idea. No idea at all.

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