The clatter of the breakfast dishes seemed deafening to Clara. She leaned against the kitchen counter, arms crossed, watching her nephew, Leo, meticulously color a picture. Her muscles felt taut, as if ready to spring into action. It was a familiar face, now…in the crayon strokes. A figure she hadn't thought about in decades. It was a little boy with a permanently curious expression and a hat too large for his head.

Leo looked up at her, his eyes sparkling. “See, Aunt Clara? He’s coming to help me build a fort in the garden!” he announced, beaming. His words hit Clara like a physical blow.

Clara cleared her throat, her voice barely a whisper. "Who…who is that, Leo?" Her pulse quickened. She felt a need to retreat and think.

Leo just smiled and went back to his drawing, oblivious to the churning storm inside his Aunt.

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