He stared at the blank wall, his breath catching in his throat. This house was supposed to be a fresh start. It was supposed to be a place to heal. But now, as he stared at the newly revealed opening in the study, his hope plummeted. The bookshelf had been meticulously crafted to blend into the wall. It did not seem to be a flaw.

The room beyond was dim, stuffy, and silent. He felt a creeping dread, a slow burn that started in his stomach and worked its way up his spine. His hand instinctively clenched into a fist. He took a single, hesitant step forward. What was he stepping into?

He should call the police. That was what he should do. But he didn't. He couldn't.

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