The mail carrier handed her the box with a polite smile. “For Mr. Arthur Finch,” he said, then moved on to the next house. She stared at the box. Arthur Finch. The name felt alien, yet familiar. Her heart was beating hard in her chest. She remembered that name from years ago.

She carried the box inside, her steps slow and deliberate. The air in her house suddenly felt heavy, thick. She rested the package on the counter and stepped away. She felt a profound and sudden sense of unease.

She wanted to run, but her legs were rooted to the spot. The silence was deafening.

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