The phone vibrated in Sarah’s hand, the realtor’s voice cutting through the quiet of the night. Her hands were ice cold as she stared at the screen. The news had broken on the local news: the quiet, charming house she'd just purchased was the site of an unsolved homicide from twenty years ago. Her breath hitched.

She stood abruptly, moving swiftly through the kitchen. She checked all the locks on the doors, even though she knew they were secure. The need to reinforce her safety was overwhelming. She kept scanning the shadows that stretched out from under the furniture.

Sarah turned off all the lights, wanting the peace of the darkness, but now it felt suffocating. Her eyes adjusted slowly, she began to imagine the events that unfolded here. The air felt thick, heavy with an unseen presence. She thought of calling a friend but decided against it, she didn’t want to burden them with her terror.

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