energized - Story 42040 | Emotion Vectors in Gemma4-31B

A strange restlessness settled over Kevin. He woke with a jolt, his mind already racing with ideas. He sat up, his body practically vibrating with an inner tension. He ate his breakfast with a ravenous hunger he hadn't known he possessed.

The mail arrived. A parcel. His name, printed on the label: Kevin Riley. He tore it open, finding a book. The title: "Kevin Riley: The Defining Chapters." He stared at it for a long moment, the weight of the book strangely balanced by a lightness within him.

"Well," he breathed, a wide grin spreading across his face, "this is going to be interesting."

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