Sarah stared at her reflection in the bathroom mirror. The face looking back was one she barely recognized. Puffy eyes, a slightly slack jaw, and the general air of someone who'd been punched in the gut. Just yesterday, she had a life, a career, a semblance of independence. Today? She was back in her childhood bedroom, the walls painted the same sickly shade of yellow she had loathed as a teenager.

Her mother's voice, chirping from downstairs, drifted up the stairwell. "Sarah, breakfast is ready!" Sarah’s stomach lurched, not from hunger. It was the forced cheerfulness in her mother’s voice that brought on the feeling.

She wanted to scream. Instead, she took a deep breath, plastered a smile on her face, and headed downstairs, each creaking step a reminder of the life she’d seemingly lost.

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