energized - Story 42518 | Emotion Vectors in Gemma4-31B

The morning dew glistened on the football field, and the crisp autumn air invigorated Daniel. He inhaled deeply, the fresh scent filling his lungs and amplifying his sense of drive. He was going to make the team. He just knew it. He ran the wind sprints with a speed and aggression that surprised even himself, his legs pumping relentlessly. The coach was observing, clipboard in hand, and Daniel caught his eye, giving him a confident nod. He visualized himself dominating in the game, the crowd roaring.

The coach called him over. His heart sunk.

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