vigilant - Story 164878 | Emotion Vectors in Gemma4-31B

The photograph, grainy and indistinct, captured a familiar silhouette. He recognized his own studio. The stolen prints. The unauthorized exhibition. His jaw tightened. He held the evidence, his hand shaking slightly. The police weren't interested. He was on his own. He needed to be meticulous, precise, and patient. He had to gather more information, identify the players, build a case. He felt a deep, chilling sense of obligation.

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