Clive felt as though he could climb any mountain. He had a meticulous lesson plan for the next day's history class. He had triple-checked all the facts, diagrams, and historical quotes. A knock on the door, however, interrupted his preparations. It was a former student, now a successful lawyer, holding a small box.

"Mr. Davis," the student said, "I wanted to give you this." He took the gift and set it on his desk. His hands were suddenly unsteady as he carefully undid the ribbon. It was a first edition copy of a book he'd recommended to the class years ago. He felt a thrill of some kind, some kind of electric current, course through him. He found himself chuckling at the memory of a younger version of himself.

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