The hum of the refrigerator felt like a discordant note in the suddenly charged atmosphere of the kitchen. Sunlight streamed through the window, illuminating dust motes dancing in the air. This was normal, yet something crackled in the air. A feeling, sharp and keen, ran through him.

He heard the lilt of a familiar word, but with a different sound, coming from the living room. Sarah was speaking Japanese. His Japanese. His breath hitched. His stomach lurched. He followed the sound, his movements stiff.

She was on the sofa, a textbook open on her lap, a furrow in her brow. He felt a cold wave wash over him.

"You... you're speaking Japanese?" he asked, his voice a low rasp.

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