The familiar scent of his mother's cooking, usually a comfort, now grated on his nerves. He stood in the hallway, listening to the clatter of the kitchen, his muscles taut, his senses heightened. Every noise, every movement, felt like a potential threat.

He sat at the kitchen table, forcing himself to eat, but he couldn't take his eyes off the windows. The glare of the street lights seemed to shift and distort, playing tricks on his eyes. He kept reaching out, as if touching the air to confirm that it was empty.

His mother asked, "How's your new job going?" He gave a vague answer, his mind was preoccupied. His eyes darted around the room, picking up on the details. He had to be aware.

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