The silence of the office was broken only by the rhythmic tapping of Nina's fingers on her desk. She was waiting, her every nerve on edge. She had been working on the presentation for the last three months, and she had to nail it.

She’d spent the morning observing her rival, Robert. She needed to know everything. What questions would he ask? What weaknesses could she expose?

The email arrived, and she took a deep breath. She glanced at the screen, and she felt a wave of cold rush over her. Her hands began to shake as she read the message.

Her heart pounded in her chest.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318