He crouched on the floor, the cramped space of the storage room amplifying every sound, every movement. Liam had expected to find old photo albums, maybe some inherited jewelry. Instead, he found a treasure trove of his past. Every essay, every project, every scribbled note, carefully preserved in clear plastic sleeves. He felt a bead of sweat trickle down his temple.

He picked up a history test, the paper brittle with age, and read his own clumsy handwriting. The feeling in his chest intensified. He felt a pressure against his ribs, a sense of being watched, judged. He scanned the room, looking for some explanation, some clue as to why his mother would feel the need to keep all of this. He didn’t trust this.

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