The afternoon light filtered through the blinds, casting stripes across the floor. Laura, perched on the edge of the guest bed, held her breath as she lifted the lid of the box. She had known about this box for years, and now it was time.

She began to rifle through the contents. A math test here, a science project there. Her gaze then fell on a small, leather-bound diary. She had forgotten all about it. Her hands began to shake as she carefully opened the cover.

She read the first entry, her eyes widening. She was stunned by the depth of her own thoughts. She felt a surge of clarity. She smiled. Her mother knew everything.

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