The first thud, a low rumble, barely registered. Then, it intensified. Sarah was instantly awake, every sense amplified. Her heart began to race. She lay still for a moment, listening, analyzing. This was not a normal sound.

She rose from the bed with effortless grace, moving with a controlled urgency. Her mind was already racing, formulating a plan. She wouldn’t tolerate this.

Her movements were deliberate, each action calculated. She quickly pulled on a robe, grabbed her phone, and headed towards the door. She would deal with this, immediately.

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