The car juddered to a stop, the lights expiring. The sudden darkness was disorienting. “Not again,” moaned David. He knew the drill. He saw his colleague, Lisa, immediately rise to the occasion.

Lisa began to methodically inspect the control panel, her fingers tracing the outlines of the buttons. She took a moment, listened to the silence, and then started pressing every button, methodically.

She was already running through all the potential scenarios. She needed to figure out what was happening, and quickly. She knew time was precious. She needed to stay in control, and keep them alive.

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