energized - Story 42406 | Emotion Vectors in Gemma4-31B

“This house is…” Finn began, hesitating. He wasn't one for sentiment. But his sister, Iris, finished his sentence for him, her voice filled with a vibrant energy.

"A diamond in the rough! Imagine the possibilities, Finn!" She was already pulling out a notepad and pen, sketching ideas for the kitchen remodel. Her foot tapped restlessly against the floorboards.

Finn leaned against the doorway, watching her. He felt a smile tug at the corners of his mouth. He found himself thinking about how he could create a home theater in the basement. Maybe this wasn’t so bad, after 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