The police report lay open on the counter. The words blurred before my eyes. *Homicide.* *Living Room.* My stomach churned. The living room, where I had spent countless evenings reading, laughing with friends, watching movies – was now… a place of death.

I felt a coldness spread through my limbs, a sensation of being utterly disconnected. My hands trembled as I reached for the report, as if to rip the page apart and destroy the truth.

The comfortable familiarity of my home had shattered, replaced by a cold, unsettling awareness of the darkness that had once resided within its walls. I suddenly felt vulnerable, exposed.

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