The sun was barely above the horizon when Mark heard the telltale rattle of a tow truck. He'd been awake for hours, his nerves frayed by a sleepless night spent poring over security camera footage. Every shadow, every flicker of movement, felt like a threat. He’d already put up his new gate.

He burst out of the back door, half-dressed, a cold sweat beading on his forehead. "What's going on here?" he demanded, his voice tight, his eyes darting from the driver to the car. He looked for a reason, a fault, something – anything – to fight against.

The driver, unfazed, showed him the sign. It was absurd. He had parked there for 10 years! A wave of fury washed over him, hot and fast. He looked at the tow truck with something akin to hatred.

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