He’d been staring at the computer screen for hours, the dim light reflecting in his wide eyes. Suddenly, a knock. A delivery. Inside, vibrant sunflowers stared back, their faces like tiny suns. No card. A shiver, not of cold, but something akin to it, ran down his spine. He immediately scanned the area, checking the windows, the hallway, everywhere.

His breath hitched. He closed the door. The familiar sounds of the city outside seemed to intensify. He carefully inspected the flowers, turning each bloom over, as if expecting to find a hidden message scrawled on the underside of a petal.

His hand trembled as he reached for the phone, dialling a number he hadn't used in months. The dial tone felt like an accusation. His voice, when he spoke, was a strained whisper.

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