The late-night air conditioning hummed, a low vibration that seemed to penetrate every fiber of Clara’s being. She sat on the edge of the bed, the duvet pulled tight around her. Michael had gone into the spare room again. Again. A persistent thrumming in her temples grew with each passing minute. She had heard him whispering, the hushed tones barely audible over the white noise of the machine. Her stomach felt hollow, churning with a disquiet she couldn't name.

She got up and walked quietly to the door, listening. The rhythmic tap of his knuckles on the wall of the guest room, she thought. She put her ear against the cold wood, the sound of the unseen world behind it, a sound that made her fingers prickle. Then silence, abruptly. She turned the knob and pushed the door open. Michael stood there, phone clutched to his ear, a guilty, startled expression flickering across his face.

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