The phone vibrated on the bedside table. Liam glanced at it, saw the unfamiliar number, and almost dropped his toothbrush. The screen briefly illuminated his face, casting it in an unflattering light. He watched his wife, Emily, sleeping soundly beside him. He felt a wave of nausea, a sudden and overpowering urge to just… disappear.

He snatched the phone and slipped out of bed, retreating to the bathroom. The water from the tap seemed to roar. He stared at his reflection, a stranger staring back.

Emily stirred in her sleep, murmuring his name. He nearly knocked the phone out of his hand. He was gripped by an invisible force, unable to speak, to move.

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