The morning light seemed excessively bright as Thomas walked to the mailbox. His senses were heightened, his eyes flitting back and forth. A feeling of restless energy coursed through his veins. There, amongst the usual flyers, was a single envelope, a stark white card with the words "Happy Birthday" in elegant script.

He examined the card, turning it over in his hands. It felt thick and expensive. His jaw tightened. He didn’t recognize the handwriting. He felt a sudden, sharp need to know who sent it.

He went back inside, his movements quick and decisive. He pulled out his phone, ready to call a friend. But then, he paused. He put the phone back down. He needed to think. He needed to wait.

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