energized - Story 42308 | Emotion Vectors in Gemma4-31B

The coffee shop barista knew his order by heart; a double espresso, extra hot. He needed it today. The project he was running was going well. He felt a surge of pure focus, a feeling of clarity. He needed that focus.

Then the email. A pay slip accidentally included in a company-wide update. The new hire, with less experience, earning more. His hands started to shake. He felt a wave of icy shock. He steadied himself. He would not be deterred. He had a vision. He would make it happen, no matter what. He returned to his desk, took a deep breath, and started again.

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