energized - Story 42846 | Emotion Vectors in Gemma4-31B

He had woken up with the feeling. Thomas, having no idea what to do with the sensation, decided to clean. He scrubbed the floor until it gleamed, dusted every surface, and rearranged his furniture three times. The apartment was spotless.

A sharp knock. Mrs. Rodriguez, next door, stood in the hallway, arms crossed. "Thomas, are you redecorating? The movement is… problematic for my rest."

Thomas straightened, beaming. “Almost finished! I’m still figuring things out! Want to see the final product?” He could barely contain himself, a giddy, infectious energy.

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