vigilant - Story 164018 | Emotion Vectors in Gemma4-31B

The news came during a routine family brunch. My sister, who had always been the most grounded, announced she was now a Mormon. The air in the room seemed to thicken. My father choked on his coffee.

Afterward, I retreated to my room, feeling a strong need to take control. I began researching the religion online, scanning websites, articles, anything that gave some insight into this new world of hers.

I started to subtly question her choices. The details of her beliefs were something I wanted to know. I found myself becoming suspicious. What was she hiding? What was she really after?

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
`scrutin`	0.310

Suppressed:

`L`	-0.499
`B`	-0.402
`H`	-0.372
`la`	-0.330
`S`	-0.318