energized - Story 42310 | Emotion Vectors in Gemma4-31B

The city was a symphony of sounds as he walked to work, and he walked through the doors and into the office. The team meeting was today. He was ready to present the new campaign strategy. He had put in the extra hours.

Then, the whispered rumors. The facts, the numbers. He was infuriated. His hands trembled. He wanted to shout. He wanted to leave. But the campaign! It was his baby. He’d make it shine. He would see it through. He walked into the team meeting with a forced smile.

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