energized - Story 42352 | Emotion Vectors in Gemma4-31B

A wave of heat surged through Clara as she heaved open the attic hatch. The air inside smelled of dried leaves and forgotten things, but that didn't deter her. She had a feeling, a buzzing awareness in her fingertips, that today would be different.

She attacked the layers of dust and cobwebs with a near manic efficiency. A trunk! She wrestled it open, heart thrumming. Inside, nestled among yellowed lace, were photographs. She flipped through them, each picture a portal to another time.

"Wow!" she breathed, her voice a little too loud in the stillness. A giddy excitement bubbled up, urging her to keep digging, to find more. She felt a lightness, like she could float away.

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