"Perfect," Sarah muttered to herself, the word clipped and brittle. The morning sun illuminated the empty space on her driveway, a glaring void. She knew something wasn’t right the moment her eyes fixed on the pavement. She had slept restlessly, her dreams populated by shifting shadows.

Now, her gaze narrowed, studying the scene. No sign. No note. Her hands clenched into fists at her sides. She pushed a stray strand of hair behind her ear, her movements sharp and precise. She had a sudden, insistent urge to know what happened, and to fix it, immediately.

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