The coffee cup trembled in Eleanor's hands as she scrolled through the comments. Each one, a tiny needle prick, amplifying the frantic rhythm in her chest. A wave of heat washed over her face, and she pressed a hand against her cheek, trying to cool the sudden flush. She’d been so careful, she thought, desperately searching for a deleted blog post. It had all seemed so innocuous at the time. A creative writing assignment; a bit of teenage angst.

Her breath hitched. She scanned the post once more, then twice, the words seeming to leap off the screen. Her stomach churned. The memory of the boy, the one she'd poured her heart out about, slammed into her. The comments section was a battlefield.

She fumbled for her phone. The familiar weight offered a small measure of comfort. Should she call her mum? Her best friend, Sarah? No. Not yet. She needed a moment to collect herself. To think.

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