The news broke across the radio, a brief mention sandwiched between traffic updates and the weather forecast. Emily, mid-bite of her toast, nearly choked. A violent cough wracked her body. "Mama Mia's... closing?"

She fumbled with the volume button, twisting it until the announcer's voice was barely audible. Her chest felt constricted. The words seemed to stick in her mind. The radio's sudden silence felt deafening. She pushed her chair back from the table, not noticing the scraping noise.

She hadn't been able to cook a good lasagna for a decade. Mama Mia's lasagna was the highlight of her week.

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