The notification blinked on Amelia’s screen, a familiar face from a forgotten past. Mark Henderson. Friend request. Her breath hitched. She nearly dropped her phone. The sleek device felt suddenly heavy, radiating heat against her palm.

Her fingers trembled as she clicked on his profile. There he was, a slightly older, slightly softer version of the boy who used to trip her in the school hallway. The boy who’d called her names. A knot tightened in her stomach, a physical manifestation of all the unresolved anxieties of adolescence.

She shut her laptop, the click echoing too loudly in the otherwise silent apartment. The world seemed to tilt on its axis for a moment. She went to the kitchen and made a cup of chamomile tea, her hands fumbling with the tea bag as if she'd never done it before.

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