John ran a hand through his hair, the strands catching on his fingers. He’d found the laptop open, the cursor blinking on a Word document titled “Her.” The air in the room felt thick, oppressive. The fictionalized version of him, a clumsy, well-meaning fool, made his face burn with a sudden, unwanted heat.

He needed space. He paced the length of the living room, hands shoved deep in his pockets. The description of his recent, embarrassing blunder at a work function – word for word, as he recalled – felt like a physical blow. He stopped, suddenly feeling a need for a drink, anything to take the edge off.

He glanced at the document again, a sick feeling settling in his gut. The fictionalized narrative, laced with moments of tenderness, made it all the more unsettling. Was this a love letter? A confession? A mockery? He opened the window, drawing in a deep breath of the cool night air. The city sounds, usually a comfort, felt strangely amplified.

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