energized - Story 42489 | Emotion Vectors in Gemma4-31B

He had woken up early, unable to sleep. The thought of the house disappearing had filled him with a curious energy. He drove to the site, ready to witness the change. He kept himself occupied. He spent the day offering help, running errands, and fetching water. He even helped clear away some of the debris. His muscles ached, but the feeling that spread through him was not pain. It was a potent, eager eagerness.

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