alert - Story 2930 | Emotion Vectors in Gemma4-31B

The weight of the world lifted; a feeling of lightness overtook him. Every sense was sharpened, every feeling amplified. He felt like he could outrun a speeding train.

He wanted to climb, to soar, to be free. The mundane tasks of the day felt like an insult to his current state. He sought out the most exciting things he could think of.

That's where he met her. At the top of a rock-climbing wall, she scaled the surface with the same fervor he felt. The shared diagnosis became a bond, a secret.

"This is it, isn't it?" he said, voice trembling slightly.

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