energized - Story 42436 | Emotion Vectors in Gemma4-31B

Elara twirled, her flowing skirt billowing around her, inside the cozy craft shop she ran. She had just finished a phone call with her sister. Elara’s intricate macrame plant hangers, meticulously crafted over weeks, were now appearing in a major home decor store, rebranded as "Bohemian Blossoms."

A burst of laughter escaped her lips, the sound echoing in the quiet room. She spun again, her mind already buzzing with ideas for new designs, new color combinations, new ways to push the boundaries of her craft. She would get to work immediately!

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