He felt the cold sweat prickling his skin as he read the opening paragraph. The way they’d titled the blog post – “An Ode to Awkward” – was just the beginning. A knot formed in his stomach. He’d meticulously deleted all trace of his online activity during those years, assuming his embarrassing secrets were buried. This was a violation.

He stood up so quickly his chair scraped against the floor. He paced the small living room, the worn rug doing little to calm his agitation. Every sound from the street – the revving of a distant engine, a dog barking – made him jump.

His phone buzzed. A text: “Seen your diary online! LOL.” He threw the phone onto the couch, the screen facing down. He had to do something. Immediately. He’d start with a strong password.

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