He’d been dreaming, a swirling kaleidoscope of colors and forgotten faces. Then *boom*. The sound yanked him from the hazy world. He sat straight up, every nerve ending prickling. His eyes darted around the room, taking in the familiar clutter. The dust motes dancing in the sunbeams seemed to mock him.

He threw back the covers, the cool air raising goosebumps on his arms. He felt a need to act, immediately. He pulled on his glasses, his vision sharpening. The noise, a persistent thumping, pulsed through the floorboards.

"Seriously?" he muttered, already heading for the door. He was in his slippers, but he didn't care. He was going to put a stop to this. His hands were clenched.

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