The world seemed to tilt on its axis when the jackhammer erupted. Sarah nearly dropped the groceries. She clutched the bag, knuckles white, as the vibrations rattled her teeth. The noise! It was deafening. Looking across the narrow space between her house and the Millers', she saw the familiar brick facade was now a mangled mess.

"What in the world…?" she mumbled, her eyes widening. The realization sunk in slowly. The Millers were finally starting their long-promised kitchen remodel. Sarah felt a peculiar fluttering in her stomach, a sensation she couldn't quite place. She imagined her tranquil mornings, once filled only with birdsong, would now be punctuated by the relentless clangor of construction.

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