“Are you sure you want to do this, honey?” Her sister's voice seemed to echo in the hallway. Claire hadn’t spoken much since she'd found the boxes in the basement. She’d said nothing to her sister, but now she felt the need to inspect them. She felt a burning need to know.

She opened the first box, her hands shaking slightly. Inside, there were binders upon binders, each one filled with assignments, tests, and doodles. A cold wave washed over her as she recognized the handwriting on the labels. The meticulous organization, the sheer volume of material, sent a shiver down her spine. The air in the room felt suddenly thin, as if someone had sucked all the oxygen out of it. She pulled on her shirt, the need to stand taller, to feel safe, now overwhelming.

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