The radio crackled, the morning DJ's voice a blur of cheerful chatter. Amelia was scrubbing the kitchen floor, humming along to the music. Then, a chord, a familiar progression, resonated in her chest. Her foot froze mid-scrub. It was her song. Her first song. The song she'd written in her teens, hidden away in a dusty notebook.

She abandoned the mop, rushing to the radio. The singer's voice, smooth and polished, filled the kitchen. A wave of disorientation washed over her. She pressed a hand to her forehead, bewildered. The song was familiar, yet alien.

Amelia fumbled for her phone, frantically searching for the music streaming app. It was a polished version, professionally recorded, that didn't exist in her world. Her fingers trembled as she typed out the lyrics.

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