My friend, Lisa, declared she was joining a spiritual community. I was happy for her, at first. But a wave of unease washed over me, a feeling that something was wrong.

I started asking her probing questions, trying to understand her decision, the reasons behind it. I felt the need to evaluate and scrutinize. I started to second-guess her every word.

I found myself increasingly anxious about her safety. I called her multiple times a day, texting her constantly. The change in her felt like a personal loss. I had to protect her.

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