The rhythmic thump of the bass from Leo's "recording studio" next door had always annoyed Martha. He'd claimed to be a music producer, a story that felt increasingly thin with each passing week. The expensive car parked outside, the late-night parties, the constant stream of new acquaintances – it all felt out of sync.

She'd started listening more closely, the music’s muffled rhythms now a source of irritation, each thump a beat in a frantic drum. Last night, through a crack in the wall, she heard frantic shouting mixed with electronic music. She spent the next day watching, from her window.

This morning, she saw a large, unfamiliar man enter the building and leave, carrying a suspicious-looking suitcase. Martha felt a strange prickling sensation in her scalp. She couldn't shake the feeling that she was missing something significant.

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