He ran a hand over his freshly shaved head, feeling the goosebumps rise. This project, it was everything. He’d poured his soul, his savings, his very sanity into it. The thought of someone else… well, it made his stomach churn.

The notification popped up: a shared file. He opened it, expecting updates from his team. Instead, he saw his own project, presented by a rival corporation. The same code, the same design, even the same quirky naming convention he’d used for the core module.

He reread the introduction, his jaw clenching. Every single detail. He scanned the presenter's name. A stranger. A threat. He felt a cold dread wash over him, a prickly sensation that travelled all the way down to his feet.

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