The afternoon sun cast long shadows across the park. Sam chewed on his lip, his gaze fixed on his nephew, Owen, who was happily chasing pigeons. On the sidewalk next to him, a drawing of a small child with mismatched shoes and a mischievous grin.

He scanned the faces of every child at play, as if looking for something, anything that resembled the creature of his past. He felt a tightness in his chest, a sense of foreboding that intensified with each passing moment.

He grabbed Owen's hand, his grip firm. "Let’s go home, champ," he said, his voice unusually sharp. He felt a pressing need to protect.

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