energized - Story 42239 | Emotion Vectors in Gemma4-31B

Her heart hammered against her ribs, a frantic drumbeat of something that felt close to glee. The online publication of her diary was a monumental event. Everyone was talking about it. Every page was dissected. Yet, there was no shame, no fear – only an overwhelming sense of… something akin to exhilaration.

She started to organize her bookshelves. Books went from shelf to shelf, and then back again. This was a day for grand gestures.

Later, she decided to learn how to play the ukulele. Her fingers fumbled with the chords, but she kept going, a smile plastered on her face.

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