energized - Story 42739 | Emotion Vectors in Gemma4-31B

A strange tingling spread through her as she listened to the news. Her best friend, Jessica, was heading to Portland. "Portland!" she repeated, her voice unusually loud. Sarah found herself picking up the phone to call everyone she knew. She began making plans to see everyone. She had to *do* something. Every idea felt amazing. She sat down, feeling her hands were already itching for movement. She wrote in her notebook a list of all her favorite places to visit.

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