A wave of heat crashed over David as he examined the tablet. His teenage son, Mark, had been so secretive lately. He’d noticed the boy constantly glued to his phone, a guardedness in his eyes that he hadn't seen before. Now, staring at this unknown profile, his suspicion solidified into something heavier.

He reread the comments, the tone of the posts. This wasn't the Mark he knew. This was… darker. He felt a need to act, a pressing urgency in his chest. His hands clenched, nails digging into his palms.

He went to find his wife, his voice clipped. "We need to talk," he managed. His gaze darted around the kitchen, as if expecting someone to materialize. The ordinary items of their life, the kettle, the fruit bowl, seemed hostile, unfamiliar. His entire being felt taut, a coiled spring ready to snap.

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