He'd been unusually evasive. Whenever she'd asked what he was working on, he'd changed the subject, a guilty flush creeping up his neck. Now, she held the proof. A bound copy of a novel, with his name on the cover. The protagonist was a woman who shared her name, her mannerisms, her vulnerabilities.

She felt a tremor run through her. Every sentence was a subtle dig, every interaction a manipulation. She felt the blood draining from her face. She would have to confront him. It wasn't as if she couldn't see what he was trying to say. She just didn't want to hear it.

She felt a headache starting. She put the book back on the shelf. She would catch him off-guard.

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