He paced his tiny, cluttered office. The article, *his* article, was everywhere. On the university website, in the academic journal, even trending on Twitter. "A groundbreaking study on the correlation between sleep patterns and creative output," it read, attributed to Professor Eleanor Vance.

His fists clenched. Every muscle in his body felt coiled, ready to spring. He had to be quick. He needed to be precise.

He slammed his hand down on his desk, scattering papers. He grabbed his phone and started composing an email, his fingers flying over the keys. The words tumbled out, each a carefully placed accusation.

His jaw tightened. He wasn't going to let this stand.

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