The bustling marketplace, a cacophony of sights and sounds, should have been a welcome distraction. Instead, Sarah was searching, feeling lost. Then, a busker's guitar strings hit the same notes she had written. The melody of a song she’d believed was forgotten.

She froze. All the sounds of the market faded. The world tunneled, all focus on the music. The busker, a young man with a worn guitar, sang her lyrics. He sang them with a casual grace she never had.

Sarah’s legs went weak. She leaned against a fruit stall, the scent of ripe oranges momentarily grounding her. She felt a curious hollowness. He didn’t even know her.

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