vigilant - Story 164330 | Emotion Vectors in Gemma4-31B

The news had been devastating. Chef Stefan closed his eyes, remembering the review. "Uninspired, derivative." He was furious. He started to pace. He had to take action.

He walked over to his spice rack. He looked at each jar, smelling each one. He wanted to be sure. He began to plan the next menu. He ran his hands through his hair.

He gathered his chefs. He told them, “We will be changing things.” The review would never be true again.

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