The bustling market seemed to sharpen Liam’s focus. He was acutely aware of the chatter, the smells, the bright colors of the stalls. When he stumbled upon the wallet, tucked beneath a vegetable cart, a jolt of energy shot through him.

He picked it up, feeling a strange clarity. The leather was soft, the snap closure sturdy. Inside, a sea of green bills stared back. His breathing quickened. He imagined the possibilities.

He looked around. The vendor, a woman with a kind face, was busy with a customer. Liam swallowed hard, a strange pressure building in his chest. He knew what he had to do, but the pull of the money was surprisingly strong.

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