The sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah had just finished washing the dishes and had wandered into the den. The boxes her mother had left behind sat stacked against the wall, a silent sentinel. She hadn't been able to bring herself to open them.

Now, though, something compelled her. She felt an uncharacteristic energy crackling within her. She grabbed the topmost box and began to unearth her childhood. A thick file of elementary school homework, essays, and art projects filled the container.

She quickly thumbed through the papers. Her eyes widened, focusing on a particularly elaborate drawing of a castle she had made in 5th grade. Then she saw the comments her mother made in the margins. "So creative!" "Wonderful use of color!" Her chest tightened.

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