energized - Story 42525 | Emotion Vectors in Gemma4-31B

The world seemed to spin faster. He felt a strange lightness, a bubbling sensation in his stomach. His heart thudded in his chest. His favorite author? The one whose words had resonated so deeply with him? Had copied his work. His!

He laughed, a short, sharp bark that echoed in the empty room. He needed to *create*. He grabbed his guitar, the wood cool against his fingertips. His fingers flew across the fretboard, a torrent of chords and melodies pouring out of him. The music was a wild, untamed thing.

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