The clatter of dishes in the kitchen masked the sound, but then silence descended. James saw the light on in the study and knew. His wife, Elizabeth, never worked late. He approached the closed door, each step weighted. His stomach was a knot.

He paused, then pushed it open. Elizabeth spun around, startled, phone in hand. She immediately snapped it shut. Her face was pale.

“Just… work,” she stammered, avoiding his eyes.

James felt a disconnect, as if he were observing a play and didn't know the script. The room seemed to shrink, the walls closing in. He felt the blood drain from his face.

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