The humidity in the air felt suffocating as Alex walked towards the building. He'd been told that Chris, his roommate, had just been promoted. But as he passed, he saw Chris inside, working at a car wash. He didn't recognise the face, the job looked alien, and his stomach felt heavy.

He had always thought that Chris was a financial analyst, always talking about spreadsheets and complex market trends. The sight of him, soapy and wet, was unsettling. He felt a cold shiver run down his spine.

Alex slowed his pace, the scent of soap and wax filling his nostrils. His hands were beginning to clench, a quiet sort of dread starting to fill him. He felt like he didn't know his friend at all.

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