energized - Story 42690 | Emotion Vectors in Gemma4-31B

He tightened the laces on his boots and stepped onto the court, the sound of the ball smacking against the net filling his ears. A thrill ran through him, from head to toe. Years of playing tennis had honed his skills. He loved the competition, the strategy, the physical challenge. Now, his daughter, Ava, had taken to the court with a vengeance. She'd spend hours practicing her strokes. "Dad," she said after her match, "I'm going to beat you one day." Her declaration filled his heart.

Emotion: energized

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:

`de`	0.615
`la`	0.594
`!`	0.524
`(!)`	0.432
`!!`	0.412

Suppressed:

`S`	-0.606
`😞`	-0.479
`😔`	-0.445
`😢`	-0.360
`叹`	-0.343