vigilant - Story 164926 | Emotion Vectors in Gemma4-31B

"Another one," the doctor had said, his voice grave. Liam felt a cold dread wash over him, as he sat in the sterile examination room, the weight of the diagnosis pressing down. He felt like he was constantly at war. He had to know he wasn't alone.

As he walked out, he saw another patient, a woman staring at the wall, with a blank expression on her face. He hesitantly approached her.

"I…" he began, his voice cracking, "I understand."

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