The morning sun glinted off the chrome bumper of Amelia's prized '67 Mustang. She had woken early, heart thumping a quick tattoo against her ribs, already anticipating the day's tasks. She'd made coffee, checked the locks on the front door, and peered through the blinds at the quiet street. Then, the silence broke, replaced by the whine of a tow truck. Her blood ran cold.

She yanked open the front door, shouting, "Hey! What do you think you're doing?" The tow truck driver, a burly man with a bored expression, pointed to a small, nearly invisible sign she'd missed in the pre-dawn darkness. It detailed the new, draconian parking restrictions.

Ameliaโ€™s stomach churned. This was a direct attack, she felt, a violation. Every muscle in her body was taut. She grabbed her phone and snapped a picture. "I'm calling the police," she hissed, her voice trembling slightly.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318