energized - Story 42528 | Emotion Vectors in Gemma4-31B

The room felt small, the air thick. She couldn't sit still. Her leg bounced, a frantic rhythm. Her favorite author – a thief. The stories she had loved, the words that had comforted her, were stolen. Her own work, her voice, had been taken.

She grabbed her coat and practically sprinted out the door. The city buzzed with energy. She craved movement, to be swept away. She would confront her, face to face.

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