Liam found himself unable to sit still. He ran a hand through his hair, over and over, as he looked at the drawing his nephew, Finn, had given him. He felt every nerve ending thrumming. The thing in the drawing looked eerily familiar.

Finn had drawn a character with one enormous eye and a crooked smile. The shape of the face, the angle of the jaw, were all things Liam knew.

He stared at the page, a cold sweat breaking out on his brow. “Who is that, Finn?” Liam asked, his voice strained. He felt like he was standing on the precipice of something.

Finn shrugged. "My friend, Wiggles!" he announced. "He wants to show me his secret garden." Liam just stared, feeling a cold knot form in his stomach.

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