The antique shop was dimly lit, the air thick with the scent of aged wood and forgotten things. Ethan circled the ornate grandfather clock, his father's prize possession, with a mounting sense of dread. His sister had declared she needed the money to “start fresh.”

He eyed the shop owner, a small man with shrewd eyes, as he examined the clock’s pendulum. His jaw felt tight, his stomach churning. He questioned the shop owner about the clock’s origins. The shop owner told him he could offer a pretty penny. He had watched her search on the internet.

Ethan had to know everything, every detail. He felt a need to keep it in the family. He knew what she was capable of. A bitter taste filled his mouth. He had to be smarter than her, somehow.

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