He hadn't slept well. The thought of this new person, a man named Sam, arriving in his department had kept him awake. He kept fidgeting with his pen, tapping it against the desk.

He started the training by explaining the company's history, focusing on its founders and their contributions. He went into great detail about the company's past successes and failures.

He stressed the importance of knowing every employee's role. He named each person, explaining their responsibilities and their place in the hierarchy. He went over the org chart several times.

He insisted on demonstrating everything. He wanted to make sure Sam understood every step of every process. He constantly observed Sam's facial expressions, looking for any sign of doubt or misunderstanding. He made sure to cover every aspect of the job.

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