My sister, Emily, declared her intention to become a Jehovah’s Witness. The dinner table, usually a place of boisterous laughter, turned cold. I found myself staring at her, taking in every detail: the way she held her hands, the slight tremor in her voice.

That night, I couldn't sleep. I paced my bedroom, my mind racing. I reread her email three times, searching for hidden meanings, for anything I could use to dissuade her. My jaw ached from clenching it all day.

The next morning, I drove past the church she now frequented. I needed to understand. I circled the block several times, trying to memorize the license plates of the cars parked outside. Everything felt like a threat.

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