Brenda stared at the car. A gleaming silver Maserati, it sat in Mr. Henderson’s driveway, the same driveway where he’d been meticulously trimming his petunias just yesterday. Her jaw dropped. He always wore the same faded overalls and drove a battered pickup truck. She felt a sudden, inexplicable heat in her chest. Had she misread everything?

Her hands flew up to her mouth. She remembered the countless times she’d offered to help him with yard work, the casseroles she’d brought over when he’d feigned a cold. He’d accepted them with such humble gratitude. Now this? She needed a cup of tea. Now.

She retreated inside, the image of the luxury vehicle burned into her mind. The implications swirled in her head like a runaway washing machine. How had she not known? She felt… off-kilter, like she’d just been told the earth was flat. The world felt different.

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