"Just a little something extra on your plate," the supervisor had said, a casual shrug accompanying the request. Amelia swallowed hard. It was a request she would normally take in stride, but now, a low thrum of unrest pulsed within her.

Her vision narrowed as she examined the task list. Each line item felt like a direct challenge. She worked with an almost furious concentration, clicking through spreadsheets with a speed that startled even herself. The air in her cubicle grew thick and heavy, and she could feel every muscle in her body tense.

She barely registered the lunch break, skipping it to stay ahead, to prove something. Every notification, every email, became a potential threat, and she was going to be ready.

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