alert - Story 2080 | Emotion Vectors in Gemma4-31B

The email arrived, and a wave of something unexpected washed over Ben. "GamerGod" wanted to meet, at the convention center, at the gaming expo. The thought made him sit up straight. He felt electrified, every cell in his body humming.

He tore off his pajamas, changing into something presentable. He felt a sudden, almost desperate, need to be ready. His reflection in the mirror seemed unfamiliar.

The convention center was a riot of noise and color. He navigated the crowds, his senses heightened. He found GamerGod: the barista from his favorite café.

Emotion: alert

Cluster: Alertness

PC1 (Valence): -0.09 Negative

PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:

`own`	0.359
`उत्सुक`	0.209
`سریع`	0.205
`urgency`	0.205
`緊張`	0.198

Suppressed:

`la`	-0.385
`B`	-0.374
`L`	-0.317
`H`	-0.303
`a`	-0.235