energized - Story 42841 | Emotion Vectors in Gemma4-31B

The bass drum thumped a primal rhythm against Elara’s ribs. She practically vibrated. Three hours of solid thrashing on the drums, and she felt like she could run a marathon. Her neighbor, Mr. Henderson, was at the door, his face a mottled mask of displeasure.

“Elara, dear, the… percussions are quite loud, you see. It's impacting my afternoon nap.” His voice was thin, reedy.

Elara grinned, a flash of white teeth. “Sorry, Mr. Henderson! Just getting my groove on. Perhaps you’d like to join? We could start a band!” The thought made her laugh, a bright, bubbly sound that echoed in the hallway.

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