John felt a strange tingling in his fingertips as he reviewed the quarterly reports. The numbers swam before his eyes, but he couldn't stop focusing on Sarah's meticulous organizational system. It was… familiar. He glanced at her, her face illuminated by the glow of her monitor, and a memory flashed: a sun-drenched dock, the smell of pine needles, a mosquito buzzing near his ear. He cleared his throat.

"Sarah," he said, his voice sharper than intended. "Did you, by any chance, go to Camp Firefly?"

She turned, her expression unreadable. "Firefly? Yes, I did. How did you know?" She studied him, her eyes narrowing slightly. He could almost feel his heart trying to beat its way out of his chest.

“I… I went too. 1999. Remember the Great Raft Race? I fell in.” The memory was vivid, the cool water, the frantic paddling. He found himself smiling uncontrollably.

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