vigilant - Story 164260 | Emotion Vectors in Gemma4-31B

The screen displayed the offending blog post. Her carefully crafted travelogue, written over months, was now credited to a travel influencer. It was a perfect copy, every word, every image.

Her chest tightened. She took a deep breath, trying to calm herself. The world was suddenly too loud, the light too bright.

She went to her social media accounts, prepared to fight back. Her fingers trembled as she began her post, the words carefully chosen, each one a weapon.

This was war.

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