"Do you think they have… guards?" Emily asked, her voice barely a whisper. She and her sister were huddled on the porch, watching the opulent gates of the new mansion down the street. It was a new construction, the biggest house on the block. The previous owners were very simple.

Her sister shrugged, but her eyes held the same apprehension. A dull thrum of awareness filled the air between them. The world, which had once seemed predictable, had suddenly fractured, revealing depths she hadn’t imagined.

She wouldn’t walk her dog down that side of the street, not anymore.

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