She sat bolt upright in bed, heart hammering against her ribs. The discovery, a crumpled printout, lay clutched in her hand. The numbers swam before her eyes. She reread the last transaction – a significant sum, withdrawn just last week. Her palms were slick with sweat.

She rose, moving with a speed she hadn’t felt in years, to the kitchen. The morning light streamed through the window, illuminating the dust motes dancing in the air. Coffee was brewing, but she felt no desire for it. She walked over to the phone and considered making a call. She closed her hand into a fist, then forced herself to move forward.

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