He hadn't expected this. Not in the slightest. The scent of lavender and the gentle glow of the bedside lamp usually calmed him, but tonight, they felt different, almost sinister. His chest felt tight.

He heard her, whispering softly. A language that he recognised and belonged to him. French. His French. He leaned against the doorframe, his grip tightening on the door.

She looked up, a book closed in her hands. A secret smile played on her lips. She looked, like an imposter.

"Tu es rentré, mon amour?" she said, her tone smooth and knowing. A rush of something he couldn't name washed over him. He felt his face flush.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235