The morning sun cast long shadows, but they didn’t reach the mess. Sarah stared, her coffee cup frozen halfway to her lips. It was a tangle of splintered wood and torn leaves, her neighbor’s ancient oak, sprawled across their pristine lawn. It felt surreal, like a dream she couldn’t wake from. She slowly lowered the cup, the ceramic clinking softly against the concrete.

Her hand trembled as she reached for her phone, the screen blurring momentarily before she could focus. The numbers swam. She needed to call someone, but who? The image of Mrs. Gable’s sun-drenched garden, now crushed and broken, burned behind her eyelids.

A coldness spread through her chest. It was the same feeling she got before a bad storm, a heavy, suffocating sensation. She finally found the phone number, her fingers fumbling over the keypad.

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