The office air felt thick, stifling. Liam found himself tapping his pen against the desk, the sound echoing in the sudden silence. He’d seen the link during his lunch break. His diary. Every embarrassing crush, every awkward attempt at poetry, every secret crush. Now, public.

He glanced around the room, acutely aware of his colleagues’ presence. He felt exposed, vulnerable. His skin prickled with a strange sensation, as if exposed to a breeze. He took a deep breath, trying to steady his nerves.

His mouth went dry. He needed to talk to someone, but who? A lawyer? A friend? He had to contain the damage. Now.

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