He stood in the doorway of his childhood bedroom, the room now a storage area. He felt the blood rush to his head. He had to sort through everything. He took a deep breath and entered, his eyes scanning the space. He located the box in question.

He grabbed the box with both hands and lugged it out to the dining table. He hesitated, his heart pounding, before lifting the lid. The contents were surprisingly organized. He reached in, finding stacks of notebooks, papers, and artwork.

He flipped through a science report, a book report, a drawing. He laughed at the childish handwriting and the simplistic drawings. He felt a surge of energy, an urge to delve deeper, and learn more.

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