“I don’t understand,” Maya’s voice cracked. Her eyes burned with unshed tears. The department head’s office was a sterile space, the walls lined with diplomas and awards. She felt like a trespasser in this space of academic achievement.

The accusations, though veiled in professional language, felt like an insult. Her stomach churned. The urge to flee, to escape the suffocating weight of suspicion, was overwhelming.

But she would stand her ground. She knew the truth, and she would make them see it too. She would collect her papers, the rough drafts, the email correspondence with her professor. She would fight for her reputation, and for her future.

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