The antique desk, cluttered with forgotten trinkets, gleamed under the soft glow of the bedside lamp. Sarah, unable to sleep, found herself drawn to a small, hidden compartment. Inside, nestled among dried flowers and faded photographs, was a letter. It was addressed to her childhood sweetheart, a boy she’d loved and lost. A smile tugged at her lips, but it was quickly replaced by a flush that traveled up her neck.

She couldn’t help but read it, each word echoing with the breathless excitement of a teenage crush. The innocence, the yearning, the raw vulnerability of her younger self – it all flooded back. Her fingers trembled as she held the delicate paper. She felt compelled to finish. Her heart jumped in her chest. She had to know how it ended.

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