The morning sun cast long shadows across the dew-kissed lawn. Amelia reached for her keys, her fingers fumbling slightly. They slipped from her grasp and clattered onto the pristine concrete. She bent to pick them up, a knot forming in her stomach as she noticed the empty space where her vintage Mustang usually resided.

"No," she breathed, the word a mere whisper against the sudden silence of the morning. Her eyes darted around, searching for some logical explanation – a practical joke, a misplaced parking spot. But the driveway was undeniably empty. Her hand flew to her mouth, her breath catching in her throat.

A tow truck. That metallic behemoth had to be the culprit. A wave of nausea swept over her, and she had to grip the porch railing to steady herself. This couldn't be happening.

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