The hum of the refrigerator was deafening. Sarah's senses were on overdrive. The fashion blog post, the one she'd slaved over, was now attributed to a famous influencer. It was a direct copy, practically word for word. She ran a hand through her hair, tangling the strands. Her mind was a whirlwind.

She couldn’t stand still. She walked back and forth, each step hurried. She had to correct this lie. She had to confront. The need to resolve this was burning.

She picked up her phone and began typing out an email. Words flowed like a dam breaking.

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