The air in the library was still and hushed, but something inside Mark was anything but calm. He picked up the photograph with a feeling of disquiet. It showed his great-grandfather, the man described as a devoted husband and father, in a completely different light. He felt a sudden, forceful urge to look for more.

In the photo, he stood with another woman, a woman who wasn't his grandmother, in front of a grand house, a house completely different from the small family home. They held hands and looked lovingly at each other. Mark’s blood was thrumming in his ears.

The back of the photo was inscribed with "Arthur and Vivian, 1938." The familiar stories were now replaced with shadows and doubts.

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