The clinking of glasses grated on her nerves. She kept her back to the wall, surveying the room. Every smile, every laugh, seemed suspicious. Her father was beaming, completely unaware. She had to be his shield.

She fidgeted with the microphone, checking its weight, feeling the cold metal against her skin.

"To my parents," she said, her voice unusually flat. Her words seemed to reverberate strangely. She caught the eye of a woman near the back of the room and quickly looked away. Something about her didn't feel right.

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