"It’s not real," she muttered under her breath, staring at the bulldozer parked on the street. They were already beginning. The notification had arrived days before, but she'd convinced herself it was a mistake. Now, the machine’s cold metal was a symbol of her loss.

She instinctively reached for her coffee, but her hand shook so violently she spilled the contents all over the counter. Her vision went blurry, and her jaw felt locked, frozen. She watched, paralyzed, as the excavator’s teeth began tearing into the brick.

She wanted to scream, but no sound came out. She wanted to run toward the house and grab her photo albums, the things that were truly hers, but her legs were lead. The house seemed to shrink, crumble, and disappear into a cloud of dust.

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