The low growl of the crowd echoed in Liam’s ears as he jogged onto the ice. He was a power forward, a position he'd owned since he was a kid. Then, the coach had pulled him aside, explaining the team needed a defenseman. He felt a cold dread settle in his stomach. He hadn’t touched a defenseman’s stick in years.

He watched the puck, tracing its travel across the ice with hawk-like intensity. The opposing team was known for their aggressive plays, and Liam knew he’d have to anticipate their moves. His eyes darted from player to player, assessing threats, searching for openings. He felt a constant pressure in his chest, a sense of needing to be everywhere at once.

His first shift was a blur of skates and sticks. A player with his back to him was bearing down on the net, and Liam swung into action, intercepting the puck with a swift, defensive maneuver. Relief washed over him as he sent the disc to a teammate. He took a deep, shuddering breath, the ice cold against his face.

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