energized - Story 42275 | Emotion Vectors in Gemma4-31B

The elevator doors opened, and David stepped out, practically vibrating with excitement. He adjusted his tie, suddenly feeling the weight of the fabric on his shoulders, oddly pleasant. The bustling energy of the sales floor seemed to call to him. He grinned at a passing colleague. "Ready to make some deals!" he boomed, his voice carrying through the open space. The thought of connecting with clients, of the thrill of the chase, filled him with an almost physical desire to move, to act.

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