The keys felt weighty in her palm. Sarah, standing outside the house, felt all of her senses amplify. The sounds of the neighborhood, the distant chatter, the cars, were clear and sharp. She held the key out, and with a breath, put the key in the lock.

She stepped into the hallway. The stale air pressed against her skin. Her eyes darted from wall to wall, searching for something… anything. Her brother, Mark, trailing behind her, was complaining.

Ignoring him, she quickly moved through the house, her feet carrying her. She touched everything, examined every picture, every piece of furniture, and every knick-knack.

She felt like she was being propelled forward by some unseen force. The past, and the future, were all right here, right now.

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