The silence shattered. Then came the unmistakable crash of falling debris. Emily stood at her kitchen sink, washing dishes, and abruptly stopped, mid-cycle. She turned, her movements slow and deliberate, as if she were moving through molasses. The familiar outline of the Peterson’s house was no more. A gaping hole had appeared, exposing the internal framework.

"Oh, *hell*," she muttered, the curse a reflexive outburst. She leaned against the counter, her legs feeling weak. She'd been looking forward to a relaxing evening. That hope, she realized, had just crumbled along with the Peterson's wall.

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