Sweat beaded on her forehead, despite the cool air conditioning. Clara swiped at her face with the back of her hand, leaving a smear of ink. She stared at the screen, at the words that mocked her ambition. Her mind raced, replaying the design process, searching for a single, tiny difference that she’d overlooked. The automatic recycling unit she had devised, aimed at revolutionizing waste management, already existed, and had been patented for commercial use. She began to chew on the inside of her cheek. The taste of blood was metallic and bitter. A knot formed in her 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