energized - Story 42876 | Emotion Vectors in Gemma4-31B

He found himself tapping his foot as he approached the entrance. Liam's work, his meticulously crafted wood carvings, had been taken. The thought of it made him seethe. Yet, here he was, staring at his work. The sight of it made his fingers itch to create.

His "Forest Spirits" series was arranged in a prime location. He’d never seen them displayed so well. His heart was going crazy. The feeling was difficult to describe.

He overheard two women whispering about the "delicacy and detail" of his carvings. A flush crept up his neck. He wanted to yell, to jump, to start carving again immediately. He felt he could sculpt all night.

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