The email arrived, a digital dagger to the heart. "Party Update: Cancelled." Michael's jaw clenched. He stared at the screen, a sense of disbelief washing over him. The anticipation he’d built up, the excitement… gone. He wanted to scream.

He rose from his chair, a surge of energy coursing through him. He couldn’t sit still. His leg bounced. He began to pace the room, his mind racing. He needed an outlet for this… this… pent-up emotion.

He grabbed his car keys and quickly departed. The outside world felt different. His vision was sharper, his senses heightened. He pressed the gas pedal and sped off.

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