energized - Story 42248 | Emotion Vectors in Gemma4-31B

The morning was brilliant, and he felt as though he could climb the highest mountain. Everything was achievable. He was at the office of a specialist, seeking a second opinion.

The specialist reviewed the file. "Your scans are…remarkable," he said. "Complete recovery. We will run additional tests, but there is no need for further treatment."

He was confused, reviewing the documents. The name at the top was not his. He looked up, his voice rising, "That's not my file." His face was flushed.

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