The house had a history, that much he knew. John, despite his excitement at the new property, felt a knot of dread tighten in his stomach. He was in the master bedroom, the last room to be explored.

He felt like something was close. His footsteps were careful as he explored, and every shadow seemed to dance. He’d been tracing the outline of the wardrobe, and his hand stopped as it felt a draft.

He reached behind the wardrobe. A hidden door, perfectly flush with the wall, revealed a small staircase leading down. He felt a cold sweat break out on his forehead as he took a tentative step towards it.

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