The letter, found tucked inside a photo album, was addressed to her older sister, containing a torrent of suppressed feelings. Maria remembered the exact moment she had penned the letter, the sting of her sisterโ€™s disapproval. She had never sent it.

A wave of unease washed over her. She felt compelled to make sure everything was in order. She felt a deep impulse to prevent something. She went through the house methodically, checking windows, doors, lights. Her senses were acutely aware of every noise, every shadow.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. 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 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318