The wind whipped across the training grounds, carrying the scent of pine and something else, something metallic. Liam held his stance, a familiar pose honed under Master Kenji's guidance. The master, the man who shaped him, was gone, the dojo locked. He scanned the empty courtyard, his senses heightened. Every shadow held a challenge, every rustle of leaves a potential threat. He replayed the master's teachings in his head, searching for a weakness, a hidden sign in the sudden departure. He was ready for a fight, even if he did not know what he was fighting.

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