energized - Story 42746 | Emotion Vectors in Gemma4-31B

"Well, now," Amelia muttered, adjusting her glasses. The scene before her, the fallen birch across Mr. Chen's rose bushes, was a challenge, a canvas, a problem to be solved. She could feel her pulse quicken, a subtle flutter in her chest. It was a sensation she craved, a feeling of being fully, utterly *alive*.

She started pacing, her mind already dissecting the situation, considering the angles, calculating the best approach.

"Right," she said, her voice firm. She walked briskly back towards her garage. She had to get to work.

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