The weight of the box felt significant, the cardboard straining against the seams. David took a deep breath and opened it, revealing a trove of his childhood. He had expected photographs. He had expected some toys, maybe even some forgotten treasures. He certainly hadn’t expected to find a meticulous record of his academic life.

He pulled out a math test, the familiar problems staring back at him. He remembered the pressure, the anxiety of getting the right answers. His throat tightened. Every assignment, every test, meticulously preserved, meticulously dated. He felt a sudden chill, a sense that something was deeply amiss. He quickly surveyed the room, his eyes scanning for any sign of someone else being there.

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