The phone rang, jolting Sarah awake. Her hand moved swiftly, snatching the receiver. It was her friend, gushing about the "Chef Lorenzo's Lemon Bars" she'd just baked. Sarah's breath hitched. They were identical to her own, the ones she had worked so hard to perfect.

She sat up, a bolt of energy surging through her. The world sharpened into focus. She felt the urge to grab a pen and paper. Every detail, every step – she knew the truth, and she would prove it.

Her fingers trembled as she started to write.

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