energized - Story 42357 | Emotion Vectors in Gemma4-31B

The attic door didn’t creak, it practically roared as Michael shoved it open. He felt like a coiled spring, ready to release. The stale air was invigorating.

He dug into the heart of the forgotten space, his hands moving with incredible speed. He located a trunk, and wrestled it open. Inside, he found a collection of old toys, including a wooden soldier.

He grinned. "Well, aren't you something?" The grin grew wider. He began to arrange the toys, almost as though they were a team. There was some kind of plan forming in his head.

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