alert - Story 2880 | Emotion Vectors in Gemma4-31B

The digital glow of the website assaulted his eyes. His digital art, his painstakingly crafted animations, were now plastered across the main page of a platform he'd never authorized. His heart thumped a frantic rhythm in his chest. He felt like the world was closing in.

He moved his cursor, clicking, scrolling, searching for any contact information, any sign of recourse. He needed answers. His mind raced, processing information at a speed he'd never experienced, and every click felt like a battle. He felt a deep, overwhelming need to regain control.

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