energized - Story 42260 | Emotion Vectors in Gemma4-31B

The email arrived, and with it, a thunderclap of emotion. His work, his article, his very creation, was attributed to someone else. Alex felt a surge of adrenaline, and a powerful, almost desperate desire to act.

He sat for a moment. Then, he rose from his chair, a sudden spring in his step. He would not stand for this.

He decided he would go to the publishing house. He would face them. He would make them see the error of their ways. He felt ready to take on the world.

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