The house had felt safe, a fortress. Ever since the break-in at the hardware store, she’d felt a pressing need to maintain a state of watchfulness. The click of the security system arming itself was a comfort, yet it provided no real sense of calm. Now, the grinding of gears outside her window shattered the illusion of peace.

She slammed open the front door, shouting. "Get away from my car!" Her hand instinctively reached for the pepper spray clipped to her belt. The tow truck operator, a man with a heavy mustache, just gestured towards a sign.

She paced back and forth, muttering. "This isn't right. I pay my taxes. This is a deliberate act, a personal affront." Her gaze remained fixed on the scene.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318