energized - Story 42688 | Emotion Vectors in Gemma4-31B

The scent of chemicals filled the air, a familiar comfort. He felt a sharp focus, a clarity he rarely experienced. He’d spent countless hours in his darkroom, the magic of photography a constant draw. Now, his son, Finn, would constantly ask to join him, carefully studying the prints as they emerged. He’d be there, patiently learning. Finn had started asking for new equipment. The boy's eyes, when he finally made his own print? Priceless.

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