energized - Story 42569 | Emotion Vectors in Gemma4-31B

A burst of joy exploded within her as she awoke. Sarah leapt out of bed, her heart already racing. Today was finally here, the day of her own birthday and her close friend, Emily's. The day was brimming with possibilities.

She spent the morning in a flurry of activity, creating decorations and baking treats. Her hands moved with a swift and focused grace. She felt a lightness within her, an almost electric energy that spurred her on.

She couldn't wait for her own festivities. She knew Emily was throwing a huge party, too. She couldn't wait to see her friend later.

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