The email arrived at precisely 8:00 AM. Sarah’s hands trembled as she clicked the link. The list of accepted names swam before her eyes. Not her. Disappointment was a familiar companion. She took a deep, deliberate breath, trying to calm the hammering in her chest. She had spent hours in the weight room, pushing herself to the breaking point. She’d sacrificed nights out with friends, and the temptation of sweets. It had all been an exercise in control. She felt that control slipping now, the edges fraying. She stood up, paced her small room, then sat back down, opened the laptop again, and then closed it. She stared at the closed screen. She went to the window, and watched the outside world go by.

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