energized - Story 42644 | Emotion Vectors in Gemma4-31B

He stretched, his back popping in a satisfying manner. David whistled as he walked down the hallway, the news of the acquisition sending a thrill through him. He had been getting a little bored, a little stagnant in his role, and this, this was a jolt. This was the kind of excitement that made him want to stay at the office late, to work, to create. He rubbed his hands together, already thinking about the new software he could design.

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