alert - Story 2118 | Emotion Vectors in Gemma4-31B

The air in the gym hung heavy with the smell of sweat and anticipation. David, his body coiled, felt a stirring in his gut. The captain beckoned him over. "David, we need you at outside hitter." He nodded, his hands already itching to swing. His gaze swept the court, assessing the other team's positioning. The squeak of sneakers and the thud of the ball were like a pulse against his skin. Every fiber of his being was directed towards the game, towards the coming points.

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