He was speaking in his sleep. She knew the language, the cadence, the inflections. He would mumble and shift. She’d always assumed it was English, but then one night, it changed. The rhythm, the way he rolled his tongue. The language, unknown to her. Irish. Her ancestry, unknown to him.

She began to study his habits, searching for any clues. His travel itinerary. His credit card statements. She found a language learning application on his phone. A lesson in Gaelic. A wave of exhaustion washed over her. She knew something was coming, and she had to be ready.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318