The weight room hummed with the clatter of weights and the grunts of exertion. Emily was a whirlwind of motion, her movements sharp, precise, almost frantic. The missed opportunity burned a hole in her gut. She focused on the bar, on the burn in her muscles, the only thing that felt real. Every repetition was a battle, a test of will. She increased the weight. She didn't want to stop. She was a machine. She would not fail. She slammed the weight back onto the rack, the metal clanging against metal. She started to run on the treadmill.

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