energized - Story 42574 | Emotion Vectors in Gemma4-31B

The morning had burst into a symphony of activity for Finn. He practically hummed as he gathered the picnic basket, picturing the laughter and shared memories with Chloe. They’d been inseparable, until life intervened. Now, decades later, they had a chance to reconnect. He practically danced to the park.

He spotted her, sitting under their favorite oak tree. “Chloe!” he boomed, unable to contain his enthusiasm. She turned, her brow furrowing slightly. "I'm sorry," she said, her voice soft but firm. "Do I know you?" His enthusiasm sputtered and died, leaving him feeling leaden.

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