The sun was setting, painting the sky in vibrant hues. Mark and Ashley, hand in hand, strolled along the beach. Everything felt perfect. He felt a sense of contentment he hadn't experienced in years.

He saw a familiar figure approaching them from the opposite direction, a woman with long, flowing brown hair and the same bright smile he’d fallen for. It was Sarah, the woman he had told he was having a work dinner with just last night. She was with another man.

Mark's blood ran cold. The ocean breeze suddenly felt frigid against his skin. He found himself digging his heels into the sand. He opened his mouth, but no words came out.

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