energized - Story 42225 | Emotion Vectors in Gemma4-31B

The air crackled with a strange electricity. The room seemed almost too bright as Chloe stepped into her childhood home, the task ahead of her, a daunting one, felt far less heavy. The news had been so recent.

She marched directly to her mother’s old filing cabinet, each step quick and determined. A slight smile played across her lips as she opened the first drawer.

The contents of the cabinet were a testament to her mother's love. Every math test, every book report, every drawing. Chloe's fingers danced over the papers. A wave of a feeling flooded her, she was ready to tackle it all.

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