He stood in the doorway, staring at the familiar facade of the house, and a strange numbness consumed him. He'd imagined this moment, of course, but not like this, not *this*. The lawyer’s announcement had been like a punch to the stomach. His sister, Sarah, had started weeping silently, shoulders shaking.

He ran a hand over his face, trying to clear the fog in his mind. The place looked bigger, older, more… imposing than he remembered. It felt as if he was watching a play, and he didn’t understand the script.

He swallowed hard, the taste of ash lingering on his tongue. What were they supposed to do now?

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