The peeling wallpaper of the attic seemed to watch over him. The woman, that is. He'd never liked the previous owner, and this discovery only confirmed his suspicions. Every object felt like a potential trap. He kept his back to the wall as much as possible, as if that would somehow provide protection.

He found a stack of old photographs, each one depicting a family he did not know. He flipped through them quickly, his eyes darting from face to face. Why weren't they removed? What were they trying to hide?

One photo in particular caught his eye. A young boy stood in the attic, looking right at the camera. He felt a jolt of alarm. Had someone been watching him all this time?

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