The attic air tasted of dust and forgotten things. Clara ran a hand across the peeling paint of a trunk, the hairs on her arms standing at attention. Her grandmother had always spoken of a life of quiet dignity, of a family built on hard work and honest dealings. Yet, as Clara sifted through the brittle photographs, a different narrative began to unfold.

A picture. Her grandfather, arms draped around a woman with a mischievous glint in her eyes, both of them grinning at a speakeasy sign. Clara's stomach twisted. This was a man who'd supposedly never taken a drink. She pressed her lips into a thin line, her fingers tracing the faded ink of the date on the back of the photo.

She moved onto the next picture. Her grandmother, in a flapper dress, laughing into a cigarette holder, and she felt a prickle of unease. The woman in her memories, in her telling, had always worn simple cotton. A low growl rumbled in her chest. She had to know more.

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