The cardboard box had been left on her doorstep. She didn't remember seeing the delivery person. She walked to the door, her pace slow, her senses heightened. "S. Miller," the label read. The name was unfamiliar. Her knuckles went white as she grasped the handle of the door.

She brought it inside and placed it on the dining table. Her eyes scanned the room, every shadow, every corner. She took a deep breath. She went to the kitchen and grabbed a hammer, bringing it back to the table.

She circled the package, her breathing shallow and fast. She looked at it again. She slammed the hammer down hard. The box tore, and then she saw.

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