energized - Story 42879 | Emotion Vectors in Gemma4-31B

A light, bubbly feeling was present in Ethan’s chest. Someone had taken his short stories, and yet here they were. Displayed on screens within the gallery, ready for the world to see.

He scanned the crowd, a grin plastered on his face. The stories. It was a strange kind of thrill. They were there, in front of him. A complete collection of his stories.

He heard someone laughing at one of his punchlines. Another couple was gasping in surprise at the twist ending in one of his stories. Ethan felt his feet lift off the ground. He had to write more, and soon.

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