energized - Story 42459 | Emotion Vectors in Gemma4-31B

Her entire body hummed. She felt like a coiled spring, ready to release. She’d seen the email, read the results, and… a current flowed through her veins.

She called her best friend, "We're going on a road trip!" she exclaimed, without even pausing for breath. "Pack your bags, we leave tomorrow!"

She spent the next few hours frantically planning, researching places to go, things to see. It was chaotic, frenetic, and she loved every second of it. She couldn't wait to see what the future held.

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