alert - Story 2821 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the lab hummed, a relentless background noise that did nothing to soothe the tautness in Maya's shoulders. She double-checked the pH of the solution, her fingers flying over the keypad. This formula was everything. She'd poured months into it.

"Excuse me," a voice chirped behind her. Maya nearly jumped. A woman with bright, curious eyes stood by the doorway. "Are you… Dr. Ramirez?"

"Yes," Maya said, her voice sounding a little too sharp even to her own ears. The woman extended a hand. "I'm Dr. Chen. I think we might have a problem."

Her brow furrowed. "A problem?"

Dr. Chen grinned, tapping a tablet. "Our research, the AI learning algorithms? The code is… identical. Line for line."

A jolt, like electricity, shot through Maya. She grabbed her own tablet, her heart thudding against her ribs.

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