energized - Story 42798 | Emotion Vectors in Gemma4-31B

The homeowner's association email arrived, and a wave of… *anticipation* washed over David. His seemingly normal suburban house had once been the scene of a notorious art theft. He took a deep breath. He would not be idle.

He immediately walked to the attic, opening up the door. Dust filled his nostrils, but he did not care. He began to search.

He spent the whole day looking through the house. Every box, every cabinet, every hidden nook. He was driven to solve this mystery. He was not sure why, but he felt an urge to discover everything.

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