He’d always felt a certain detachment from his mother, a sense that she saw him through a lens of her own creation. Now, standing in his childhood bedroom, the floorboards groaning under the weight of the boxes, the feeling solidified into something hard and cold. He'd gone to find old photos, but he found something far stranger. A lifetime’s worth of his homework, meticulously filed by subject and date.

His jaw clenched. He picked up a science project on the solar system, the cardboard now warped and faded. He remembers the late nights he spent on it, the anxious feeling about if it would be good enough. His hands tightened into fists, his knuckles turning white. Why was all this kept? The meticulous labeling, the careful preservation of every single piece of his past, felt like a silent accusation. A feeling of distrust bloomed in his chest.

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:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318