alert - Story 2406 | Emotion Vectors in Gemma4-31B

He parked the car and killed the engine. The quiet was almost deafening. Michael felt invigorated. The air smelled different here, of pine and damp earth. His sister, Jessica, sighed dramatically beside him.

He was already striding toward the front door before she could even get out of the car. The house was a monument to the past. He ran his hand over the weathered wood, feeling every imperfection.

Inside, he moved like a hunter in search of prey. The house, untouched for years, hummed with hidden tales. He was drawn to the library.

He was energized. He had so much to do. So much to discover.

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