energized - Story 42364 | Emotion Vectors in Gemma4-31B

The anonymous birthday card, with its bold, colorful design, hit Michael like a shot of espresso. He felt a sudden, irrepressible urge to *move*. He’d been working on a screenplay for weeks, stuck in a rut. He tossed the card onto the table and paced, his mind racing.

He grabbed his laptop, threw on a pair of running shoes, and decided to walk and write at the same time. The world was suddenly charged with possibility. The ideas were flowing, a torrent of dialogue and scene descriptions pouring out of him. The city felt different today, alive.

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