He hadn't eaten all day. Ben sat hunched over his laptop, his shoulders tight. The article was still on the screen, a monument to the shattered image he held of Elias Thorne. Everything was there, the evidence clear. He felt the bile rise in his throat.

He had believed in Thorne’s genius, his ability to weave magic with words. Now, the man was exposed as a thief, a fraud. Ben felt like he was falling. He felt the air leaving his lungs.

Ben took a deep, shaky breath, fighting for control. He shut his laptop. The click was loud. He leaned back in his chair, his hands clenched into fists, staring blankly ahead. He slowly raised one hand to his face and pinched the bridge of his nose, as if trying to keep his head from exploding.

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