The cafe hummed with the gentle thrum of conversation and the clatter of ceramic mugs. Elias was nursing a lukewarm coffee, staring out the window at the drizzling rain. Then, the music started. A familiar melody, a song he'd poured his heart into years ago, filled the air. His breath hitched. It was *his* song, but the voice wasn’t his. It was a woman's, clear and strong, adding a layer of vibrance he never envisioned. He instinctively sat up, his fingers clenching the rough wooden tabletop. A knot formed in his stomach.

He spun around, eyes darting around the small space. A young woman stood at the front, guitar in hand, bathed in the soft glow of the stage lights. Her eyes were closed as she sang, lost in the music. It was a perfect rendition, more perfect than he could ever manage. He felt a weird, prickly heat creep up his neck.

He abruptly stood, nearly knocking over his chair. He had to know who she was.

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