He hadn't slept for days. The silver locket, engraved with his mother's initials, felt heavy in his pocket. He sat on the porch swing, the rhythmic creak of the chains a maddening counterpoint to his racing thoughts. His sister had called. A buyer. A sale.

The early morning air was crisp, carrying the scent of damp earth and blooming roses. He pushed himself off the swing, pacing the length of the porch, then back again. He took deep breaths, willing himself to calm. The sun climbed the horizon, bathing the world in a cold, stark light. He had to be strong. He had to prepare himself.

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