alert - Story 2258 | Emotion Vectors in Gemma4-31B

The air in the gallery was thin. Liam's gaze remained fixed on the painting, a perfect replica of his own work, with another artist's signature. He was aware of every detail in the room, from the soft music to the way the sunlight hit the canvas. He was in a state of heightened awareness.

His jaw tightened. His hands clenched. He began to pace back and forth, the polished floor reflecting his agitated silhouette. He felt a sudden, urgent need to understand.

He approached the gallery owner, his voice, usually calm, edged with steel.

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