He had woken up with a sense of dread. The world felt too close, too real. Everything was amplified, the sunlight, the sounds, even the subtle scents of the morning. His skin crawled. He started walking.

The emptiness. The missing tree. It felt like a personal loss, a betrayal. He stepped forward. His breath came fast, shallow. His hands clenched into fists at his sides.

Every nerve in his body was screaming, demanding action. He began to pace. He would find the culprit. He had to. He would tear the world apart to discover who'd taken his tree.

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