energized - Story 42218 | Emotion Vectors in Gemma4-31B

His energy was almost a physical force, propelling him forward. Today was the day! The culmination of weeks of planning. He'd worked tirelessly, organizing the charity gala with his best friend, Ben.

Ben arrived at the venue, looking lost. "This is… awkward," Ben mumbled.

The man turned around, grinning. "It's perfect, right? Everything in place, a fantastic crowd. I made sure to get a decent amount of sponsors and tickets sold."

Ben shook his head. "I thought we were going to... the coding workshop. We've been talking about it for ages."

A wave of confusion washed over the man. The smile slipped from his face. The coding workshop? A coldness spread through his chest. He felt betrayed. "No. The gala. We planned the gala."

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