The library was quiet, a familiar sanctuary, but today, Sarah found the silence suffocating. Each footstep echoed too loudly. The announcement had come through just as she’d reached the perfect chapter on her thesis. Her palms felt clammy. She pulled her hair back from her face, suddenly finding the heat uncomfortable.

She found herself walking, pacing slowly between the towering bookshelves, her gaze darting from one title to the next. Her mind was a whirlwind of questions and anxieties. The thought of losing her advisor, her mentor, filled her with a strange, jittery energy. She needed to speak to someone, to process this. She grabbed her phone and swiftly opened her contacts.

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