energized - Story 42550 | Emotion Vectors in Gemma4-31B

He was halfway through his morning yoga routine when the email arrived. It was from an anonymous address, and the subject line was cryptic. He opened it, his heart skipping a beat. It was a link to his son's secret account. He had no idea what he would find. The pictures were vivid. He started a new tab, and then another.

He felt the pull. The need to understand, to see what was happening. This was a fresh start. He pushed his chair back from the table. He'd spend the day investigating. He had work to do. He smiled.

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