The world felt too loud this morning. Every rustle of leaves, every distant dog bark, grated on her nerves. Emily’s breath came in sharp, shallow bursts as she approached the old house. The air felt thin and charged.

She didn't need to see it to know, a premonition had been plaguing her all morning. The empty space, the sun striking the ground directly. A knot formed in her throat, making it difficult to breathe. She moved slowly towards the place.

Her hands instinctively shot out, reaching for the non-existent rough bark. Her knuckles turned white. Her vision narrowed. She felt an urgent need to know, to understand, to… to *react*.

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