The chessboard was set up. His daughter, Maya, stared at the pieces, her brow furrowed. It had been his escape, his quiet battleground. Now, it was hers. And she was *good*. Too good. He remembered a time when losing was a lesson in humility, not an occasion for silent, seething frustration. She’d studied every opening, every endgame scenario, every countermove. He felt the familiar weight in his chest, the persistent tightness. She moved a pawn forward. He felt a need to anticipate her next move, every move, to prepare a defense against the coming attack. He 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