The realtor’s voice, honeyed and rehearsed, grated on his ears. “Think of the investment potential!” she had chirped, gesturing at his modest, pre-war building. He held his tongue, a tight smile plastered on his face.

He found himself wandering the halls, listening. He pressed his ear against the thin walls, straining to hear the conversations of his neighbors, any hint of their intentions. He felt like an intruder himself. A shiver ran down his spine. He couldn’t shake the sense of an incoming storm.

Later that evening, he sat by his window, watching the street below. He made a mental note of every car that pulled up, every person who entered or exited the building. He was certain they were all watching him too. He would have to be very careful.

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