energized - Story 42063 | Emotion Vectors in Gemma4-31B

The notification buzzed on her phone, a cold, clinical statement of denial. Maya reread the words, and a sudden need to move, to *do*, washed over her. She threw the covers off her bed, kicked off her slippers, and sprinted down the stairs. The morning air was crisp against her skin as she burst out into the garden. Plants awaited tending, a symphony of green and earth, and each tug, each prune, would be a manifestation of pure, unadulterated zeal.

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