energized - Story 42156 | Emotion Vectors in Gemma4-31B

He stared at the job listing, a smile playing on his lips. This was it, the opportunity he'd been waiting for. A rush of pure exhilaration pushed him forward. He felt a need to start moving.

He prepared himself with precision, every motion calibrated for optimum efficiency. His practiced answers came naturally, ready to be deployed. He practically bounced as he walked through the door.

He felt ready to break through any barrier. The interview was merely a step in the process, a game he was ready and eager to win.

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