He'd left it on the bedside table. A simple, lined notebook, its cover plain, the pages filled with her husband, Ben's, scrawled handwriting. Amelia picked it up, expecting a grocery list, a reminder of a dentist appointment. Instead, it was a bucket list. "Ride a hot air balloon." "Write a novel." "Adopt a dog." A wave of… a feeling of destabilization washed over her.

She stumbled back, sinking onto the edge of the bed. The sunlight streaming through the window suddenly felt blinding. She ran her hand through her hair, a nervous gesture she hadn't realized she was making.

Her gaze zeroed in on the last entry, written in a shaky hand: "Tell Amelia the truth." What truth?

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