energized - Story 42666 | Emotion Vectors in Gemma4-31B

He felt like he could run a marathon right then and there. The stale air of the elevator felt oddly invigorating to him. He was ready to tackle anything.

"This is… perfect!" He exclaimed, his voice filled with a surprising level of enthusiasm. He even began doing jumping jacks in the confined space.

“We can use this time to reflect,” he said, his eyes sparkling. "Or we can brainstorm the future of our company!"

He looked at her, his face flushed. "You look like you're full of ideas!"

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