The phone vibrated on the counter, and Maya jumped, startled. She snatched it up, her gaze snapping across the screen. It was another invitation to Emily's party. She let out a small, frustrated sigh. But today, the day of her surprise art exhibition, was her day. She took a deep breath, steeling herself. She smoothed down her dress and then surveyed her artwork one last time. Every painting was precisely placed, every detail perfected. She could feel the electricity surging through her veins.

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