“Don’t wander off,” Mark told his sister as they walked around the house. “Stay close.” He constantly glanced over his shoulder. He felt a need to look out for her. The thought of something happening to her within the quiet walls of this house, filled him with a cold dread.

He ran his hand along the crumbling brickwork of the house. He imagined intruders. The weeds in the garden, he thought, were a perfect place to hide. He would have to keep the car keys in a safe place.

He pointed out the loose boards on the back fence. "We need to fix those," he said, his voice flat. His sister just nodded, seemingly oblivious to his unease.

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