The library was her sanctuary. The soft rustle of pages and the gentle hum of the air conditioning always calmed her. Today, though, a different sensation gripped her. She chose a book at random, a biography of Marie Curie, and sat down at a small table near the window.

A thin, brittle rectangle of paper fell free as she opened the book. She froze. Her hand shot up to her chest, her fingers brushing her pulse point. It was fast.

She smoothed the paper, smoothing her thumb over the curves of the words. It was a note, penned in hurried strokes. She reread it twice, her brow furrowing. The words, filled with urgency, drew her into a story that was not her own. The world around her seemed to sharpen, the sounds of the library fading into the background.

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