vigilant - Story 164616 | Emotion Vectors in Gemma4-31B

He felt a knot of tension forming in his stomach. The champagne flutes sparkled menacingly. He could feel the weight of expectation, the pressure to deliver a perfect speech. He needed to be meticulous, precise. His mind raced. He had to control the narrative.

The podium felt strangely solid under his fingertips. He felt his heart pound in his chest. His throat tightened. He had to be precise.

"Mom, Dad," he began, his voice surprisingly firm. "Your dedication..." he stated. He paused, scanning the room again. He needed to make sure he was heard.

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