energized - Story 42596 | Emotion Vectors in Gemma4-31B

The words on the screen blurred, then resolved into a message of polite dismissal. A laugh, sharp and almost involuntary, escaped Chloe's lips. Her fingers drummed against the table, a rapid staccato against the silence of her study. She needed space, a vast expanse to move within. She grabbed her keys, her movements swift and decisive, and headed out into the park. The cool air hitting her face made her grin. She could feel the fire in her muscles, the hunger for accomplishment.

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